{
  "ok": true,
  "pipeline_id": "ba-after-hours-intake-triage-workpaper-v2.4",
  "engine_version": "2.4.0",
  "system_status": "OPERATIONAL",
  "checked_at_ct": "2026-10-27 12:49:17 AM CT (UTC-5)",
  "total_runs_stored": 3,
  "telemetry": {
    "recent_runs_count": 3,
    "completed_runs_count": 3,
    "failed_runs_count": 0,
    "success_rate_pct": 100,
    "avg_end_to_end_latency_ms": 67,
    "citation_grounding_rate_pct": 100,
    "stage_latencies": [
      {
        "stage_number": 1,
        "stage_id": "intake_agent",
        "stage_name": "Intake & Payload Validation (intake_agent)",
        "status": "OPERATIONAL",
        "avg_latency_ms": 14,
        "last_latency_ms": 15
      },
      {
        "stage_number": 2,
        "stage_id": "pricing_triage_agent",
        "stage_name": "Scope & Pricing Matrix Engine (pricing_triage_agent)",
        "status": "OPERATIONAL",
        "avg_latency_ms": 20,
        "last_latency_ms": 22
      },
      {
        "stage_number": 3,
        "stage_id": "workpaper_binder_agent",
        "stage_name": "Dispatch & CRM Workpaper Generator (workpaper_binder_agent)",
        "status": "OPERATIONAL",
        "avg_latency_ms": 21,
        "last_latency_ms": 23
      },
      {
        "stage_number": 4,
        "stage_id": "qa_verifier_agent",
        "stage_name": "Automated QA & Citation Verification (qa_verifier_agent)",
        "status": "OPERATIONAL",
        "avg_latency_ms": 12,
        "last_latency_ms": 13
      }
    ]
  },
  "preset_scenarios": {
    "roof_leak_emergency": {
      "id": "roof_leak_emergency",
      "label": "Scenario 1: After-Hours Emergency Roof Leak & Hail Tarping",
      "channel": "After-Hours Voice Trunk + SMS Intake",
      "raw_input": "INBOUND CALL TRANSCRIPT - 2026-10-26 21:14:08 CT - Channel: After-Hours Voice Trunk\nCaller: David Morales | Callback Phone: (816) 555-0142 | Email: dmorales.kc@example.com\nService Property: 4820 Brookside Blvd, Kansas City, MO 64112 (2-story residential, steep 8/12 pitch architectural shingle roof)\nProblem Reported: Active water intrusion through second-floor master ceiling after 1.75-inch hail and wind gust; roughly 180 sq ft of ridge cap and south valley shingles lifted.\nAccess & Insurance Notes: Homeowner is on site tonight; needs emergency synthetic felt tarp before 7:00 AM rain band and full hail replacement estimate for State Farm claim #SF-90412.\nRequested Action: Dispatch emergency tarping truck within 2 hours and book senior roofing estimator for tomorrow at 8:30 AM CT."
    },
    "commercial_hvac_rtu": {
      "id": "commercial_hvac_rtu",
      "label": "Scenario 2: Commercial 15-Ton HVAC RTU High-Pressure Lockout",
      "channel": "Web Overflow + Dispatch Voice Line",
      "raw_input": "INBOUND SERVICE REQUEST - 2026-10-26 19:42:19 CT - Channel: Web + Voice Overflow\nContact: Sarah Jenkins, Facilities Director | Phone: (913) 555-0188 | Email: sjenkins@midwestmedicalplaza.example.com\nService Property: 11200 Metcalf Ave, Overland Park, KS 66210 (Commercial 2-story medical office building, roof hatch access)\nProblem Reported: Carrier 15-ton packaged rooftop unit (RTU-3, Model 48TCED16) tripped high-pressure lockout; supply air temperature climbed to 79F across suite 200.\nScope & SLA Notes: Tenant lease requires HVAC restoration within 4 hours; economizer damper actuator also sticking at 15% open; crane not required for compressor swap.\nRequested Action: Dispatch commercial EPA-certified HVAC lead tech tonight for diagnostic + contactor/compressor triage and generate replacement quote workpaper."
    },
    "panel_ev_upgrade": {
      "id": "panel_ev_upgrade",
      "label": "Scenario 3: Multi-Truck 400A Panel Upgrade & Dual Fleet EV Chargers",
      "channel": "Estimator Scope Intake + Call Notes",
      "raw_input": "INBOUND ESTIMATE SCOPE - 2026-10-26 18:05:44 CT - Channel: Estimator Intake Form + Call Notes\nContact: Marcus Vance, Fleet Operations Manager | Phone: (816) 555-0176 | Email: mvance@heartlandlogistics.example.com\nService Property: 1900 Swift Ave, North Kansas City, MO 64116 (Light industrial fleet depot, 3-phase 480V/208V service entrance)\nProblem Reported: Existing 200A sub-panel at west loading bay is at 92% continuous load; need 400A Eaton heavy-duty panel upgrade plus two 80A Level 2 fleet EV chargers (65 ft EMT conduit run).\nPermit & Timeline Notes: Evergy utility disconnect coordination required; concrete core drill not needed (surface mount along masonry wall); target completion within 10 business days.\nRequested Action: Produce itemized electrical workpaper estimate, assign 2-truck journeyman crew, and schedule site load calculation walk for Wednesday 9:00 AM CT."
    }
  },
  "runs": [
    {
      "run_id": "run-20261026-c303",
      "workpaper_id": "WP-20261026-C303",
      "pipeline_id": "ba-after-hours-intake-triage-workpaper-v2.4",
      "engine_version": "2.4.0",
      "status": "COMPLETED",
      "http_status": 200,
      "trigger_source": "production_verify_seed",
      "scenario_id": "panel_ev_upgrade",
      "scenario_label": "Scenario 3: Multi-Truck 400A Panel Upgrade & Dual Fleet EV Chargers",
      "timestamp_iso": "2026-10-26T13:17:05.000Z",
      "timestamp_ct": "2026-10-26 08:17:05 AM CT (UTC-5)",
      "total_duration_ms": 73,
      "step_count": 4,
      "steps_completed": 4,
      "total_citations": 21,
      "citation_grounding_pct": 100,
      "trade_detected": "Commercial & Residential HVAC",
      "urgency_tier": "TIER-3 SCHEDULED ESTIMATE (<24 hr Walkthrough SLA)",
      "estimate_formatted": "$2,850 to $5,230",
      "crew_allocation": "1 Commercial HVAC Lead Tech Truck (EPA Universal, Rooftop Diagnostic Rig)",
      "input_sha256": "8977534dbac570978a400370167e079517eca2b97f333429761d441f08523d0f",
      "workpaper_sha256": "4d28a7aecdb1362bec256c0f888f143ab007900630f87ae3b16b7409fbc10f1e",
      "indexed_lines": [
        {
          "line_no": 1,
          "citation_tag": "[Source: Line 1]",
          "char_start": 0,
          "char_end": 93,
          "text": "INBOUND ESTIMATE SCOPE - 2026-10-26 18:05:44 CT - Channel: Estimator Intake Form + Call Notes"
        },
        {
          "line_no": 2,
          "citation_tag": "[Source: Line 2]",
          "char_start": 94,
          "char_end": 212,
          "text": "Contact: Marcus Vance, Fleet Operations Manager | Phone: (816) 555-0176 | Email: mvance@heartlandlogistics.example.com"
        },
        {
          "line_no": 3,
          "citation_tag": "[Source: Line 3]",
          "char_start": 213,
          "char_end": 341,
          "text": "Service Property: 1900 Swift Ave, North Kansas City, MO 64116 (Light industrial fleet depot, 3-phase 480V/208V service entrance)"
        },
        {
          "line_no": 4,
          "citation_tag": "[Source: Line 4]",
          "char_start": 342,
          "char_end": 535,
          "text": "Problem Reported: Existing 200A sub-panel at west loading bay is at 92% continuous load; need 400A Eaton heavy-duty panel upgrade plus two 80A Level 2 fleet EV chargers (65 ft EMT conduit run)."
        },
        {
          "line_no": 5,
          "citation_tag": "[Source: Line 5]",
          "char_start": 536,
          "char_end": 719,
          "text": "Permit & Timeline Notes: Evergy utility disconnect coordination required; concrete core drill not needed (surface mount along masonry wall); target completion within 10 business days."
        },
        {
          "line_no": 6,
          "citation_tag": "[Source: Line 6]",
          "char_start": 720,
          "char_end": 883,
          "text": "Requested Action: Produce itemized electrical workpaper estimate, assign 2-truck journeyman crew, and schedule site load calculation walk for Wednesday 9:00 AM CT."
        }
      ],
      "stages": [
        {
          "stage_id": "intake_agent",
          "stage_number": 1,
          "stage_name": "Intake & Payload Validation (intake_agent)",
          "status": "COMPLETED",
          "duration_ms": 15,
          "input_summary": "6 indexed transcript lines (878 chars, SHA-256 8977534dbac5...)",
          "citations_anchored": 9,
          "output": {
            "input_sha256": "8977534dbac570978a400370167e079517eca2b97f333429761d441f08523d0f",
            "line_count": 6,
            "entities": {
              "caller_name": {
                "value": "Marcus Vance, Fleet Operations Manager",
                "citation": "[Source: Line 2]",
                "line_no": 2,
                "char_span": "94..212",
                "quote": "Contact: Marcus Vance, Fleet Operations Manager | Phone: (816) 555-0176 | Email: mvance@heartlandlogistics.example.com"
              },
              "callback_phone": {
                "value": "(816) 555-0176",
                "citation": "[Source: Line 2]",
                "line_no": 2,
                "char_span": "94..212",
                "quote": "Contact: Marcus Vance, Fleet Operations Manager | Phone: (816) 555-0176 | Email: mvance@heartlandlogistics.example.com"
              },
              "caller_email": {
                "value": "mvance@heartlandlogistics.example.com",
                "citation": "[Source: Line 2]",
                "line_no": 2,
                "char_span": "94..212",
                "quote": "Contact: Marcus Vance, Fleet Operations Manager | Phone: (816) 555-0176 | Email: mvance@heartlandlogistics.example.com"
              },
              "service_address": {
                "value": "1900 Swift Ave, North Kansas City, MO 64116 (Light industrial fleet depot, 3-phase 480V/208V service entrance)",
                "zip_code": "64116",
                "citation": "[Source: Line 3]",
                "line_no": 3,
                "char_span": "213..341",
                "quote": "Service Property: 1900 Swift Ave, North Kansas City, MO 64116 (Light industrial fleet depot, 3-phase 480V/208V service entrance)"
              },
              "trade_category": {
                "value": "Commercial & Residential HVAC",
                "code": "HVAC_COMMERCIAL",
                "citation": "[Source: Line 4]",
                "line_no": 4,
                "quote": "Problem Reported: Existing 200A sub-panel at west loading bay is at 92% continuous load; need 400A Eaton heavy-duty panel upgrade plus two 80A Level 2 fleet EV chargers (65 ft EMT conduit run)."
              },
              "urgency_tier": {
                "value": "TIER-3 SCHEDULED ESTIMATE (<24 hr Walkthrough SLA)",
                "code": "TIER_3",
                "citation": "[Source: Line 6]",
                "line_no": 6,
                "quote": "Requested Action: Produce itemized electrical workpaper estimate, assign 2-truck journeyman crew, and schedule site load calculation walk for Wednesday 9:00 AM CT."
              },
              "primary_problem": {
                "value": "Existing 200A sub-panel at west loading bay is at 92% continuous load; need 400A Eaton heavy-duty panel upgrade plus two 80A Level 2 fleet EV chargers (65 ft EMT conduit run).",
                "citation": "[Source: Line 4]",
                "line_no": 4,
                "char_span": "342..535",
                "quote": "Problem Reported: Existing 200A sub-panel at west loading bay is at 92% continuous load; need 400A Eaton heavy-duty panel upgrade plus two 80A Level 2 fleet EV chargers (65 ft EMT conduit run)."
              },
              "secondary_notes": {
                "value": "Evergy utility disconnect coordination required; concrete core drill not needed (surface mount along masonry wall); target completion within 10 business days.",
                "citation": "[Source: Line 5]",
                "line_no": 5,
                "char_span": "536..719",
                "quote": "Permit & Timeline Notes: Evergy utility disconnect coordination required; concrete core drill not needed (surface mount along masonry wall); target completion within 10 business days."
              },
              "requested_action": {
                "value": "Produce itemized electrical workpaper estimate, assign 2-truck journeyman crew, and schedule site load calculation walk for Wednesday 9:00 AM CT.",
                "citation": "[Source: Line 6]",
                "line_no": 6,
                "char_span": "720..883",
                "quote": "Requested Action: Produce itemized electrical workpaper estimate, assign 2-truck journeyman crew, and schedule site load calculation walk for Wednesday 9:00 AM CT."
              }
            }
          }
        },
        {
          "stage_id": "pricing_triage_agent",
          "stage_number": 2,
          "stage_name": "Scope & Pricing Matrix Engine (pricing_triage_agent)",
          "status": "COMPLETED",
          "duration_ms": 22,
          "input_summary": "Trade=HVAC_COMMERCIAL, Urgency=TIER_3, 3 rate-book rules matched",
          "citations_anchored": 3,
          "output": {
            "rate_book_version": "2026.Q4-KC-NAT",
            "qualification_verdict": "QUALIFIED - HIGH-PRIORITY FIELD DISPATCH",
            "crew_allocation": "1 Commercial HVAC Lead Tech Truck (EPA Universal, Rooftop Diagnostic Rig)",
            "proposed_slot": "Tonight <4 hr SLA Emergency Window",
            "estimate_low_usd": 2850,
            "estimate_high_usd": 5230,
            "estimate_formatted": "$2,850 to $5,230",
            "missing_intake_fields": [],
            "line_items": [
              {
                "code": "HV-RTU-105",
                "item": "After-Hours Commercial 15-Ton RTU High-Pressure Lockout Diagnostic & Refrigerant Circuit Triage",
                "qty": "1 commercial callout",
                "low_usd": 480,
                "high_usd": 680,
                "rate_book_ref": "2026 Commercial HVAC Matrix Sec 2.1",
                "citation": "[Source: Line 4]",
                "source_line": 4
              },
              {
                "code": "HV-ACT-212",
                "item": "Economizer Damper Actuator Assembly Replacement & Linkage Calibration (15-Ton Packaged Unit)",
                "qty": "1 actuator assembly",
                "low_usd": 720,
                "high_usd": 1150,
                "rate_book_ref": "2026 Commercial HVAC Matrix Sec 4.3",
                "citation": "[Source: Line 5]",
                "source_line": 5
              },
              {
                "code": "HV-CMP-340",
                "item": "Contactor / High-Pressure Switch Reset or Stage-1 Scroll Compressor Swap Reserve (No Crane Required)",
                "qty": "1 reserve scope",
                "low_usd": 1650,
                "high_usd": 3400,
                "rate_book_ref": "2026 Commercial HVAC Matrix Sec 5.1",
                "citation": "[Source: Line 6]",
                "source_line": 6
              }
            ]
          }
        },
        {
          "stage_id": "workpaper_binder_agent",
          "stage_number": 3,
          "stage_name": "Dispatch & CRM Workpaper Generator (workpaper_binder_agent)",
          "status": "COMPLETED",
          "duration_ms": 23,
          "input_summary": "Bound 9 workpaper cells + SMS confirmation + CRM webhook payload",
          "citations_anchored": 9,
          "output": {
            "workpaper_id": "WP-20261026-C303",
            "cells": [
              {
                "cell_id": "WP-01",
                "field_label": "Customer / Caller Contact",
                "field_value": "Marcus Vance, Fleet Operations Manager ((816) 555-0176)",
                "status": "VERIFIED",
                "citation_tag": "[Source: Line 2]",
                "source_line": 2,
                "source_quote": "Contact: Marcus Vance, Fleet Operations Manager | Phone: (816) 555-0176 | Email: mvance@heartlandlogistics.example.com"
              },
              {
                "cell_id": "WP-02",
                "field_label": "Service Property & ZIP",
                "field_value": "1900 Swift Ave, North Kansas City, MO 64116 (Light industrial fleet depot, 3-phase 480V/208V service entrance)",
                "status": "VERIFIED",
                "citation_tag": "[Source: Line 3]",
                "source_line": 3,
                "source_quote": "Service Property: 1900 Swift Ave, North Kansas City, MO 64116 (Light industrial fleet depot, 3-phase 480V/208V service entrance)"
              },
              {
                "cell_id": "WP-03",
                "field_label": "Trade Classification",
                "field_value": "Commercial & Residential HVAC",
                "status": "VERIFIED",
                "citation_tag": "[Source: Line 4]",
                "source_line": 4,
                "source_quote": "Problem Reported: Existing 200A sub-panel at west loading bay is at 92% continuous load; need 400A Eaton heavy-duty panel upgrade plus two 80A Level 2 fleet EV chargers (65 ft EMT conduit run)."
              },
              {
                "cell_id": "WP-04",
                "field_label": "Urgency & Dispatch SLA",
                "field_value": "TIER-3 SCHEDULED ESTIMATE (<24 hr Walkthrough SLA)",
                "status": "VERIFIED",
                "citation_tag": "[Source: Line 6]",
                "source_line": 6,
                "source_quote": "Requested Action: Produce itemized electrical workpaper estimate, assign 2-truck journeyman crew, and schedule site load calculation walk for Wednesday 9:00 AM CT."
              },
              {
                "cell_id": "WP-05",
                "field_label": "Primary Reported Scope",
                "field_value": "Existing 200A sub-panel at west loading bay is at 92% continuous load; need 400A Eaton heavy-duty panel upgrade plus two 80A Level 2 fleet EV chargers (65 ft EMT conduit run).",
                "status": "VERIFIED",
                "citation_tag": "[Source: Line 4]",
                "source_line": 4,
                "source_quote": "Problem Reported: Existing 200A sub-panel at west loading bay is at 92% continuous load; need 400A Eaton heavy-duty panel upgrade plus two 80A Level 2 fleet EV chargers (65 ft EMT conduit run)."
              },
              {
                "cell_id": "WP-06",
                "field_label": "Site Access, Claim & Permit Notes",
                "field_value": "Evergy utility disconnect coordination required; concrete core drill not needed (surface mount along masonry wall); target completion within 10 business days.",
                "status": "VERIFIED",
                "citation_tag": "[Source: Line 5]",
                "source_line": 5,
                "source_quote": "Permit & Timeline Notes: Evergy utility disconnect coordination required; concrete core drill not needed (surface mount along masonry wall); target completion within 10 business days."
              },
              {
                "cell_id": "WP-07",
                "field_label": "Crew & Truck Allocation",
                "field_value": "1 Commercial HVAC Lead Tech Truck (EPA Universal, Rooftop Diagnostic Rig)",
                "status": "VERIFIED",
                "citation_tag": "[Source: Line 6]",
                "source_line": 6,
                "source_quote": "Requested Action: Produce itemized electrical workpaper estimate, assign 2-truck journeyman crew, and schedule site load calculation walk for Wednesday 9:00 AM CT."
              },
              {
                "cell_id": "WP-08",
                "field_label": "Preliminary Estimate Band (2026 Rate Book)",
                "field_value": "$2,850 to $5,230 (3 cited scope items)",
                "status": "VERIFIED",
                "citation_tag": "[Source: Line 4]",
                "source_line": 4,
                "source_quote": "Problem Reported: Existing 200A sub-panel at west loading bay is at 92% continuous load; need 400A Eaton heavy-duty panel upgrade plus two 80A Level 2 fleet EV chargers (65 ft EMT conduit run)."
              },
              {
                "cell_id": "WP-09",
                "field_label": "Proposed Dispatch / Walkthrough Slot",
                "field_value": "Tonight <4 hr SLA Emergency Window",
                "status": "VERIFIED",
                "citation_tag": "[Source: Line 6]",
                "source_line": 6,
                "source_quote": "Requested Action: Produce itemized electrical workpaper estimate, assign 2-truck journeyman crew, and schedule site load calculation walk for Wednesday 9:00 AM CT."
              }
            ],
            "sms_confirmation_payload": {
              "to": "(816) 555-0176",
              "sender_profile": "Blur Agentic Dispatch",
              "message_body": "Hi Marcus Vance, we logged your Commercial & Residential HVAC request for 1900 Swift Ave, North Kansas City, MO 64116 (Light industrial fleet depot, 3-phase 480V/208V service entrance). Assigned crew: 1 Commercial HVAC Lead Tech Truck (EPA Universal, Rooftop Diagnostic Rig). Slot: Tonight <4 hr SLA Emergency Window. Preliminary rate-book range: $2,850 to $5,230. Reply 1 to confirm."
            },
            "crm_webhook_payload": {
              "event": "blur_agentic.workpaper.bound",
              "workpaper_id": "WP-20261026-C303",
              "engine_version": "2.4.0",
              "qualification": "QUALIFIED - HIGH-PRIORITY FIELD DISPATCH",
              "customer": {
                "name": "Marcus Vance, Fleet Operations Manager",
                "phone": "(816) 555-0176",
                "email": "mvance@heartlandlogistics.example.com",
                "property": "1900 Swift Ave, North Kansas City, MO 64116 (Light industrial fleet depot, 3-phase 480V/208V service entrance)",
                "zip": "64116"
              },
              "dispatch": {
                "trade_code": "HVAC_COMMERCIAL",
                "urgency_code": "TIER_3",
                "crew_allocation": "1 Commercial HVAC Lead Tech Truck (EPA Universal, Rooftop Diagnostic Rig)",
                "proposed_slot": "Tonight <4 hr SLA Emergency Window"
              },
              "estimate": {
                "currency": "USD",
                "low_usd": 2850,
                "high_usd": 5230,
                "formatted": "$2,850 to $5,230",
                "line_items": [
                  {
                    "code": "HV-RTU-105",
                    "item": "After-Hours Commercial 15-Ton RTU High-Pressure Lockout Diagnostic & Refrigerant Circuit Triage",
                    "qty": "1 commercial callout",
                    "low_usd": 480,
                    "high_usd": 680,
                    "rate_book_ref": "2026 Commercial HVAC Matrix Sec 2.1",
                    "citation": "[Source: Line 4]",
                    "source_line": 4
                  },
                  {
                    "code": "HV-ACT-212",
                    "item": "Economizer Damper Actuator Assembly Replacement & Linkage Calibration (15-Ton Packaged Unit)",
                    "qty": "1 actuator assembly",
                    "low_usd": 720,
                    "high_usd": 1150,
                    "rate_book_ref": "2026 Commercial HVAC Matrix Sec 4.3",
                    "citation": "[Source: Line 5]",
                    "source_line": 5
                  },
                  {
                    "code": "HV-CMP-340",
                    "item": "Contactor / High-Pressure Switch Reset or Stage-1 Scroll Compressor Swap Reserve (No Crane Required)",
                    "qty": "1 reserve scope",
                    "low_usd": 1650,
                    "high_usd": 3400,
                    "rate_book_ref": "2026 Commercial HVAC Matrix Sec 5.1",
                    "citation": "[Source: Line 6]",
                    "source_line": 6
                  }
                ]
              },
              "human_approval_gate": "REQUIRED_BEFORE_FINAL_PRICE_OVERRIDE_OR_OUTBOUND_SEND"
            }
          }
        },
        {
          "stage_id": "qa_verifier_agent",
          "stage_number": 4,
          "stage_name": "Automated QA & Citation Verification (qa_verifier_agent)",
          "status": "COMPLETED",
          "duration_ms": 13,
          "input_summary": "Cross-checked 9 workpaper cells against 6 raw intake lines",
          "citations_anchored": 9,
          "output": {
            "verdict": "PASS - 100% CITATION GROUNDED",
            "fields_audited": 9,
            "citations_verified": 9,
            "citation_grounding_pct": 100,
            "ungrounded_hallucinations": 0,
            "privacy_and_style_gate": "PASS (0 violations)",
            "workpaper_sha256": "4d28a7aecdb1362bec256c0f888f143ab007900630f87ae3b16b7409fbc10f1e",
            "cell_audits": [
              {
                "cell_id": "WP-01",
                "citation_tag": "[Source: Line 2]",
                "source_line": 2,
                "grounded": true
              },
              {
                "cell_id": "WP-02",
                "citation_tag": "[Source: Line 3]",
                "source_line": 3,
                "grounded": true
              },
              {
                "cell_id": "WP-03",
                "citation_tag": "[Source: Line 4]",
                "source_line": 4,
                "grounded": true
              },
              {
                "cell_id": "WP-04",
                "citation_tag": "[Source: Line 6]",
                "source_line": 6,
                "grounded": true
              },
              {
                "cell_id": "WP-05",
                "citation_tag": "[Source: Line 4]",
                "source_line": 4,
                "grounded": true
              },
              {
                "cell_id": "WP-06",
                "citation_tag": "[Source: Line 5]",
                "source_line": 5,
                "grounded": true
              },
              {
                "cell_id": "WP-07",
                "citation_tag": "[Source: Line 6]",
                "source_line": 6,
                "grounded": true
              },
              {
                "cell_id": "WP-08",
                "citation_tag": "[Source: Line 4]",
                "source_line": 4,
                "grounded": true
              },
              {
                "cell_id": "WP-09",
                "citation_tag": "[Source: Line 6]",
                "source_line": 6,
                "grounded": true
              }
            ]
          }
        }
      ],
      "workpaper": {
        "workpaper_id": "WP-20261026-C303",
        "cells": [
          {
            "cell_id": "WP-01",
            "field_label": "Customer / Caller Contact",
            "field_value": "Marcus Vance, Fleet Operations Manager ((816) 555-0176)",
            "status": "VERIFIED",
            "citation_tag": "[Source: Line 2]",
            "source_line": 2,
            "source_quote": "Contact: Marcus Vance, Fleet Operations Manager | Phone: (816) 555-0176 | Email: mvance@heartlandlogistics.example.com"
          },
          {
            "cell_id": "WP-02",
            "field_label": "Service Property & ZIP",
            "field_value": "1900 Swift Ave, North Kansas City, MO 64116 (Light industrial fleet depot, 3-phase 480V/208V service entrance)",
            "status": "VERIFIED",
            "citation_tag": "[Source: Line 3]",
            "source_line": 3,
            "source_quote": "Service Property: 1900 Swift Ave, North Kansas City, MO 64116 (Light industrial fleet depot, 3-phase 480V/208V service entrance)"
          },
          {
            "cell_id": "WP-03",
            "field_label": "Trade Classification",
            "field_value": "Commercial & Residential HVAC",
            "status": "VERIFIED",
            "citation_tag": "[Source: Line 4]",
            "source_line": 4,
            "source_quote": "Problem Reported: Existing 200A sub-panel at west loading bay is at 92% continuous load; need 400A Eaton heavy-duty panel upgrade plus two 80A Level 2 fleet EV chargers (65 ft EMT conduit run)."
          },
          {
            "cell_id": "WP-04",
            "field_label": "Urgency & Dispatch SLA",
            "field_value": "TIER-3 SCHEDULED ESTIMATE (<24 hr Walkthrough SLA)",
            "status": "VERIFIED",
            "citation_tag": "[Source: Line 6]",
            "source_line": 6,
            "source_quote": "Requested Action: Produce itemized electrical workpaper estimate, assign 2-truck journeyman crew, and schedule site load calculation walk for Wednesday 9:00 AM CT."
          },
          {
            "cell_id": "WP-05",
            "field_label": "Primary Reported Scope",
            "field_value": "Existing 200A sub-panel at west loading bay is at 92% continuous load; need 400A Eaton heavy-duty panel upgrade plus two 80A Level 2 fleet EV chargers (65 ft EMT conduit run).",
            "status": "VERIFIED",
            "citation_tag": "[Source: Line 4]",
            "source_line": 4,
            "source_quote": "Problem Reported: Existing 200A sub-panel at west loading bay is at 92% continuous load; need 400A Eaton heavy-duty panel upgrade plus two 80A Level 2 fleet EV chargers (65 ft EMT conduit run)."
          },
          {
            "cell_id": "WP-06",
            "field_label": "Site Access, Claim & Permit Notes",
            "field_value": "Evergy utility disconnect coordination required; concrete core drill not needed (surface mount along masonry wall); target completion within 10 business days.",
            "status": "VERIFIED",
            "citation_tag": "[Source: Line 5]",
            "source_line": 5,
            "source_quote": "Permit & Timeline Notes: Evergy utility disconnect coordination required; concrete core drill not needed (surface mount along masonry wall); target completion within 10 business days."
          },
          {
            "cell_id": "WP-07",
            "field_label": "Crew & Truck Allocation",
            "field_value": "1 Commercial HVAC Lead Tech Truck (EPA Universal, Rooftop Diagnostic Rig)",
            "status": "VERIFIED",
            "citation_tag": "[Source: Line 6]",
            "source_line": 6,
            "source_quote": "Requested Action: Produce itemized electrical workpaper estimate, assign 2-truck journeyman crew, and schedule site load calculation walk for Wednesday 9:00 AM CT."
          },
          {
            "cell_id": "WP-08",
            "field_label": "Preliminary Estimate Band (2026 Rate Book)",
            "field_value": "$2,850 to $5,230 (3 cited scope items)",
            "status": "VERIFIED",
            "citation_tag": "[Source: Line 4]",
            "source_line": 4,
            "source_quote": "Problem Reported: Existing 200A sub-panel at west loading bay is at 92% continuous load; need 400A Eaton heavy-duty panel upgrade plus two 80A Level 2 fleet EV chargers (65 ft EMT conduit run)."
          },
          {
            "cell_id": "WP-09",
            "field_label": "Proposed Dispatch / Walkthrough Slot",
            "field_value": "Tonight <4 hr SLA Emergency Window",
            "status": "VERIFIED",
            "citation_tag": "[Source: Line 6]",
            "source_line": 6,
            "source_quote": "Requested Action: Produce itemized electrical workpaper estimate, assign 2-truck journeyman crew, and schedule site load calculation walk for Wednesday 9:00 AM CT."
          }
        ],
        "sms_confirmation_payload": {
          "to": "(816) 555-0176",
          "sender_profile": "Blur Agentic Dispatch",
          "message_body": "Hi Marcus Vance, we logged your Commercial & Residential HVAC request for 1900 Swift Ave, North Kansas City, MO 64116 (Light industrial fleet depot, 3-phase 480V/208V service entrance). Assigned crew: 1 Commercial HVAC Lead Tech Truck (EPA Universal, Rooftop Diagnostic Rig). Slot: Tonight <4 hr SLA Emergency Window. Preliminary rate-book range: $2,850 to $5,230. Reply 1 to confirm."
        },
        "crm_webhook_payload": {
          "event": "blur_agentic.workpaper.bound",
          "workpaper_id": "WP-20261026-C303",
          "engine_version": "2.4.0",
          "qualification": "QUALIFIED - HIGH-PRIORITY FIELD DISPATCH",
          "customer": {
            "name": "Marcus Vance, Fleet Operations Manager",
            "phone": "(816) 555-0176",
            "email": "mvance@heartlandlogistics.example.com",
            "property": "1900 Swift Ave, North Kansas City, MO 64116 (Light industrial fleet depot, 3-phase 480V/208V service entrance)",
            "zip": "64116"
          },
          "dispatch": {
            "trade_code": "HVAC_COMMERCIAL",
            "urgency_code": "TIER_3",
            "crew_allocation": "1 Commercial HVAC Lead Tech Truck (EPA Universal, Rooftop Diagnostic Rig)",
            "proposed_slot": "Tonight <4 hr SLA Emergency Window"
          },
          "estimate": {
            "currency": "USD",
            "low_usd": 2850,
            "high_usd": 5230,
            "formatted": "$2,850 to $5,230",
            "line_items": [
              {
                "code": "HV-RTU-105",
                "item": "After-Hours Commercial 15-Ton RTU High-Pressure Lockout Diagnostic & Refrigerant Circuit Triage",
                "qty": "1 commercial callout",
                "low_usd": 480,
                "high_usd": 680,
                "rate_book_ref": "2026 Commercial HVAC Matrix Sec 2.1",
                "citation": "[Source: Line 4]",
                "source_line": 4
              },
              {
                "code": "HV-ACT-212",
                "item": "Economizer Damper Actuator Assembly Replacement & Linkage Calibration (15-Ton Packaged Unit)",
                "qty": "1 actuator assembly",
                "low_usd": 720,
                "high_usd": 1150,
                "rate_book_ref": "2026 Commercial HVAC Matrix Sec 4.3",
                "citation": "[Source: Line 5]",
                "source_line": 5
              },
              {
                "code": "HV-CMP-340",
                "item": "Contactor / High-Pressure Switch Reset or Stage-1 Scroll Compressor Swap Reserve (No Crane Required)",
                "qty": "1 reserve scope",
                "low_usd": 1650,
                "high_usd": 3400,
                "rate_book_ref": "2026 Commercial HVAC Matrix Sec 5.1",
                "citation": "[Source: Line 6]",
                "source_line": 6
              }
            ]
          },
          "human_approval_gate": "REQUIRED_BEFORE_FINAL_PRICE_OVERRIDE_OR_OUTBOUND_SEND"
        }
      },
      "qa_audit": {
        "verdict": "PASS - 100% CITATION GROUNDED",
        "fields_audited": 9,
        "citations_verified": 9,
        "citation_grounding_pct": 100,
        "ungrounded_hallucinations": 0,
        "privacy_and_style_gate": "PASS (0 violations)",
        "workpaper_sha256": "4d28a7aecdb1362bec256c0f888f143ab007900630f87ae3b16b7409fbc10f1e",
        "cell_audits": [
          {
            "cell_id": "WP-01",
            "citation_tag": "[Source: Line 2]",
            "source_line": 2,
            "grounded": true
          },
          {
            "cell_id": "WP-02",
            "citation_tag": "[Source: Line 3]",
            "source_line": 3,
            "grounded": true
          },
          {
            "cell_id": "WP-03",
            "citation_tag": "[Source: Line 4]",
            "source_line": 4,
            "grounded": true
          },
          {
            "cell_id": "WP-04",
            "citation_tag": "[Source: Line 6]",
            "source_line": 6,
            "grounded": true
          },
          {
            "cell_id": "WP-05",
            "citation_tag": "[Source: Line 4]",
            "source_line": 4,
            "grounded": true
          },
          {
            "cell_id": "WP-06",
            "citation_tag": "[Source: Line 5]",
            "source_line": 5,
            "grounded": true
          },
          {
            "cell_id": "WP-07",
            "citation_tag": "[Source: Line 6]",
            "source_line": 6,
            "grounded": true
          },
          {
            "cell_id": "WP-08",
            "citation_tag": "[Source: Line 4]",
            "source_line": 4,
            "grounded": true
          },
          {
            "cell_id": "WP-09",
            "citation_tag": "[Source: Line 6]",
            "source_line": 6,
            "grounded": true
          }
        ]
      }
    },
    {
      "run_id": "run-20261026-b202",
      "workpaper_id": "WP-20261026-B202",
      "pipeline_id": "ba-after-hours-intake-triage-workpaper-v2.4",
      "engine_version": "2.4.0",
      "status": "COMPLETED",
      "http_status": 200,
      "trigger_source": "production_verify_seed",
      "scenario_id": "commercial_hvac_rtu",
      "scenario_label": "Scenario 2: Commercial 15-Ton HVAC RTU High-Pressure Lockout",
      "timestamp_iso": "2026-10-26T13:14:42.000Z",
      "timestamp_ct": "2026-10-26 08:14:42 AM CT (UTC-5)",
      "total_duration_ms": 62,
      "step_count": 4,
      "steps_completed": 4,
      "total_citations": 21,
      "citation_grounding_pct": 100,
      "trade_detected": "Roofing & Storm Restoration",
      "urgency_tier": "TIER-1 EMERGENCY (<2 hr Dispatch SLA)",
      "estimate_formatted": "$2,100 to $3,150",
      "crew_allocation": "1 After-Hours Emergency Tarp Truck + 1 Senior Hail/Storm Estimator",
      "input_sha256": "8c7c0d8845806b3f33f0386293d89514d9d5483e641cc53b61b040b481112b26",
      "workpaper_sha256": "fe2d4df6966fca63452abbc59d098ee3e2da1eda5c854be4dcc8111c3046a571",
      "indexed_lines": [
        {
          "line_no": 1,
          "citation_tag": "[Source: Line 1]",
          "char_start": 0,
          "char_end": 80,
          "text": "INBOUND SERVICE REQUEST - 2026-10-26 19:42:19 CT - Channel: Web + Voice Overflow"
        },
        {
          "line_no": 2,
          "citation_tag": "[Source: Line 2]",
          "char_start": 81,
          "char_end": 198,
          "text": "Contact: Sarah Jenkins, Facilities Director | Phone: (913) 555-0188 | Email: sjenkins@midwestmedicalplaza.example.com"
        },
        {
          "line_no": 3,
          "citation_tag": "[Source: Line 3]",
          "char_start": 199,
          "char_end": 323,
          "text": "Service Property: 11200 Metcalf Ave, Overland Park, KS 66210 (Commercial 2-story medical office building, roof hatch access)"
        },
        {
          "line_no": 4,
          "citation_tag": "[Source: Line 4]",
          "char_start": 324,
          "char_end": 489,
          "text": "Problem Reported: Carrier 15-ton packaged rooftop unit (RTU-3, Model 48TCED16) tripped high-pressure lockout; supply air temperature climbed to 79F across suite 200."
        },
        {
          "line_no": 5,
          "citation_tag": "[Source: Line 5]",
          "char_start": 490,
          "char_end": 657,
          "text": "Scope & SLA Notes: Tenant lease requires HVAC restoration within 4 hours; economizer damper actuator also sticking at 15% open; crane not required for compressor swap."
        },
        {
          "line_no": 6,
          "citation_tag": "[Source: Line 6]",
          "char_start": 658,
          "char_end": 819,
          "text": "Requested Action: Dispatch commercial EPA-certified HVAC lead tech tonight for diagnostic + contactor/compressor triage and generate replacement quote workpaper."
        }
      ],
      "stages": [
        {
          "stage_id": "intake_agent",
          "stage_number": 1,
          "stage_name": "Intake & Payload Validation (intake_agent)",
          "status": "COMPLETED",
          "duration_ms": 13,
          "input_summary": "6 indexed transcript lines (814 chars, SHA-256 8c7c0d884580...)",
          "citations_anchored": 9,
          "output": {
            "input_sha256": "8c7c0d8845806b3f33f0386293d89514d9d5483e641cc53b61b040b481112b26",
            "line_count": 6,
            "entities": {
              "caller_name": {
                "value": "Sarah Jenkins, Facilities Director",
                "citation": "[Source: Line 2]",
                "line_no": 2,
                "char_span": "81..198",
                "quote": "Contact: Sarah Jenkins, Facilities Director | Phone: (913) 555-0188 | Email: sjenkins@midwestmedicalplaza.example.com"
              },
              "callback_phone": {
                "value": "(913) 555-0188",
                "citation": "[Source: Line 2]",
                "line_no": 2,
                "char_span": "81..198",
                "quote": "Contact: Sarah Jenkins, Facilities Director | Phone: (913) 555-0188 | Email: sjenkins@midwestmedicalplaza.example.com"
              },
              "caller_email": {
                "value": "sjenkins@midwestmedicalplaza.example.com",
                "citation": "[Source: Line 2]",
                "line_no": 2,
                "char_span": "81..198",
                "quote": "Contact: Sarah Jenkins, Facilities Director | Phone: (913) 555-0188 | Email: sjenkins@midwestmedicalplaza.example.com"
              },
              "service_address": {
                "value": "11200 Metcalf Ave, Overland Park, KS 66210 (Commercial 2-story medical office building, roof hatch access)",
                "zip_code": "11200",
                "citation": "[Source: Line 3]",
                "line_no": 3,
                "char_span": "199..323",
                "quote": "Service Property: 11200 Metcalf Ave, Overland Park, KS 66210 (Commercial 2-story medical office building, roof hatch access)"
              },
              "trade_category": {
                "value": "Roofing & Storm Restoration",
                "code": "ROOFING_STORM",
                "citation": "[Source: Line 4]",
                "line_no": 4,
                "quote": "Problem Reported: Carrier 15-ton packaged rooftop unit (RTU-3, Model 48TCED16) tripped high-pressure lockout; supply air temperature climbed to 79F across suite 200."
              },
              "urgency_tier": {
                "value": "TIER-1 EMERGENCY (<2 hr Dispatch SLA)",
                "code": "TIER_1",
                "citation": "[Source: Line 6]",
                "line_no": 6,
                "quote": "Requested Action: Dispatch commercial EPA-certified HVAC lead tech tonight for diagnostic + contactor/compressor triage and generate replacement quote workpaper."
              },
              "primary_problem": {
                "value": "Carrier 15-ton packaged rooftop unit (RTU-3, Model 48TCED16) tripped high-pressure lockout; supply air temperature climbed to 79F across suite 200.",
                "citation": "[Source: Line 4]",
                "line_no": 4,
                "char_span": "324..489",
                "quote": "Problem Reported: Carrier 15-ton packaged rooftop unit (RTU-3, Model 48TCED16) tripped high-pressure lockout; supply air temperature climbed to 79F across suite 200."
              },
              "secondary_notes": {
                "value": "Tenant lease requires HVAC restoration within 4 hours; economizer damper actuator also sticking at 15% open; crane not required for compressor swap.",
                "citation": "[Source: Line 5]",
                "line_no": 5,
                "char_span": "490..657",
                "quote": "Scope & SLA Notes: Tenant lease requires HVAC restoration within 4 hours; economizer damper actuator also sticking at 15% open; crane not required for compressor swap."
              },
              "requested_action": {
                "value": "Dispatch commercial EPA-certified HVAC lead tech tonight for diagnostic + contactor/compressor triage and generate replacement quote workpaper.",
                "citation": "[Source: Line 6]",
                "line_no": 6,
                "char_span": "658..819",
                "quote": "Requested Action: Dispatch commercial EPA-certified HVAC lead tech tonight for diagnostic + contactor/compressor triage and generate replacement quote workpaper."
              }
            }
          }
        },
        {
          "stage_id": "pricing_triage_agent",
          "stage_number": 2,
          "stage_name": "Scope & Pricing Matrix Engine (pricing_triage_agent)",
          "status": "COMPLETED",
          "duration_ms": 18,
          "input_summary": "Trade=ROOFING_STORM, Urgency=TIER_1, 3 rate-book rules matched",
          "citations_anchored": 3,
          "output": {
            "rate_book_version": "2026.Q4-KC-NAT",
            "qualification_verdict": "QUALIFIED - HIGH-PRIORITY FIELD DISPATCH",
            "crew_allocation": "1 After-Hours Emergency Tarp Truck + 1 Senior Hail/Storm Estimator",
            "proposed_slot": "Emergency Tarp <2 hrs + Estimator Walk Tomorrow 8:30 AM CT",
            "estimate_low_usd": 2100,
            "estimate_high_usd": 3150,
            "estimate_formatted": "$2,100 to $3,150",
            "missing_intake_fields": [],
            "line_items": [
              {
                "code": "RF-EMG-101",
                "item": "After-Hours Emergency Synthetic Felt Tarping & Ridge Weatherproofing (up to 200 sq ft, steep 8/12 pitch)",
                "qty": "1 mobilization + 180 sq ft",
                "low_usd": 650,
                "high_usd": 950,
                "rate_book_ref": "2026 Roofing Rate Book Sec 1.2",
                "citation": "[Source: Line 4]",
                "source_line": 4
              },
              {
                "code": "RF-REP-204",
                "item": "South Valley & Ridge Cap Architectural Shingle Section Tear-Off, Ice/Water Shield & Decking Verification",
                "qty": "2.5 squares",
                "low_usd": 1450,
                "high_usd": 2200,
                "rate_book_ref": "2026 Roofing Rate Book Sec 3.4",
                "citation": "[Source: Line 4]",
                "source_line": 4
              },
              {
                "code": "RF-INS-310",
                "item": "Full 2-Story Hail Damage Photo Documentation & Xactimate Scope Binder for Carrier Claim",
                "qty": "1 complete inspection binder",
                "low_usd": 0,
                "high_usd": 0,
                "rate_book_ref": "Credited on Approved Replacement Scope",
                "citation": "[Source: Line 5]",
                "source_line": 5
              }
            ]
          }
        },
        {
          "stage_id": "workpaper_binder_agent",
          "stage_number": 3,
          "stage_name": "Dispatch & CRM Workpaper Generator (workpaper_binder_agent)",
          "status": "COMPLETED",
          "duration_ms": 20,
          "input_summary": "Bound 9 workpaper cells + SMS confirmation + CRM webhook payload",
          "citations_anchored": 9,
          "output": {
            "workpaper_id": "WP-20261026-B202",
            "cells": [
              {
                "cell_id": "WP-01",
                "field_label": "Customer / Caller Contact",
                "field_value": "Sarah Jenkins, Facilities Director ((913) 555-0188)",
                "status": "VERIFIED",
                "citation_tag": "[Source: Line 2]",
                "source_line": 2,
                "source_quote": "Contact: Sarah Jenkins, Facilities Director | Phone: (913) 555-0188 | Email: sjenkins@midwestmedicalplaza.example.com"
              },
              {
                "cell_id": "WP-02",
                "field_label": "Service Property & ZIP",
                "field_value": "11200 Metcalf Ave, Overland Park, KS 66210 (Commercial 2-story medical office building, roof hatch access)",
                "status": "VERIFIED",
                "citation_tag": "[Source: Line 3]",
                "source_line": 3,
                "source_quote": "Service Property: 11200 Metcalf Ave, Overland Park, KS 66210 (Commercial 2-story medical office building, roof hatch access)"
              },
              {
                "cell_id": "WP-03",
                "field_label": "Trade Classification",
                "field_value": "Roofing & Storm Restoration",
                "status": "VERIFIED",
                "citation_tag": "[Source: Line 4]",
                "source_line": 4,
                "source_quote": "Problem Reported: Carrier 15-ton packaged rooftop unit (RTU-3, Model 48TCED16) tripped high-pressure lockout; supply air temperature climbed to 79F across suite 200."
              },
              {
                "cell_id": "WP-04",
                "field_label": "Urgency & Dispatch SLA",
                "field_value": "TIER-1 EMERGENCY (<2 hr Dispatch SLA)",
                "status": "VERIFIED",
                "citation_tag": "[Source: Line 6]",
                "source_line": 6,
                "source_quote": "Requested Action: Dispatch commercial EPA-certified HVAC lead tech tonight for diagnostic + contactor/compressor triage and generate replacement quote workpaper."
              },
              {
                "cell_id": "WP-05",
                "field_label": "Primary Reported Scope",
                "field_value": "Carrier 15-ton packaged rooftop unit (RTU-3, Model 48TCED16) tripped high-pressure lockout; supply air temperature climbed to 79F across suite 200.",
                "status": "VERIFIED",
                "citation_tag": "[Source: Line 4]",
                "source_line": 4,
                "source_quote": "Problem Reported: Carrier 15-ton packaged rooftop unit (RTU-3, Model 48TCED16) tripped high-pressure lockout; supply air temperature climbed to 79F across suite 200."
              },
              {
                "cell_id": "WP-06",
                "field_label": "Site Access, Claim & Permit Notes",
                "field_value": "Tenant lease requires HVAC restoration within 4 hours; economizer damper actuator also sticking at 15% open; crane not required for compressor swap.",
                "status": "VERIFIED",
                "citation_tag": "[Source: Line 5]",
                "source_line": 5,
                "source_quote": "Scope & SLA Notes: Tenant lease requires HVAC restoration within 4 hours; economizer damper actuator also sticking at 15% open; crane not required for compressor swap."
              },
              {
                "cell_id": "WP-07",
                "field_label": "Crew & Truck Allocation",
                "field_value": "1 After-Hours Emergency Tarp Truck + 1 Senior Hail/Storm Estimator",
                "status": "VERIFIED",
                "citation_tag": "[Source: Line 6]",
                "source_line": 6,
                "source_quote": "Requested Action: Dispatch commercial EPA-certified HVAC lead tech tonight for diagnostic + contactor/compressor triage and generate replacement quote workpaper."
              },
              {
                "cell_id": "WP-08",
                "field_label": "Preliminary Estimate Band (2026 Rate Book)",
                "field_value": "$2,100 to $3,150 (3 cited scope items)",
                "status": "VERIFIED",
                "citation_tag": "[Source: Line 4]",
                "source_line": 4,
                "source_quote": "Problem Reported: Carrier 15-ton packaged rooftop unit (RTU-3, Model 48TCED16) tripped high-pressure lockout; supply air temperature climbed to 79F across suite 200."
              },
              {
                "cell_id": "WP-09",
                "field_label": "Proposed Dispatch / Walkthrough Slot",
                "field_value": "Emergency Tarp <2 hrs + Estimator Walk Tomorrow 8:30 AM CT",
                "status": "VERIFIED",
                "citation_tag": "[Source: Line 6]",
                "source_line": 6,
                "source_quote": "Requested Action: Dispatch commercial EPA-certified HVAC lead tech tonight for diagnostic + contactor/compressor triage and generate replacement quote workpaper."
              }
            ],
            "sms_confirmation_payload": {
              "to": "(913) 555-0188",
              "sender_profile": "Blur Agentic Dispatch",
              "message_body": "Hi Sarah Jenkins, we logged your Roofing & Storm Restoration request for 11200 Metcalf Ave, Overland Park, KS 66210 (Commercial 2-story medical office building, roof hatch access). Assigned crew: 1 After-Hours Emergency Tarp Truck + 1 Senior Hail/Storm Estimator. Slot: Emergency Tarp <2 hrs + Estimator Walk Tomorrow 8:30 AM CT. Preliminary rate-book range: $2,100 to $3,150. Reply 1 to confirm."
            },
            "crm_webhook_payload": {
              "event": "blur_agentic.workpaper.bound",
              "workpaper_id": "WP-20261026-B202",
              "engine_version": "2.4.0",
              "qualification": "QUALIFIED - HIGH-PRIORITY FIELD DISPATCH",
              "customer": {
                "name": "Sarah Jenkins, Facilities Director",
                "phone": "(913) 555-0188",
                "email": "sjenkins@midwestmedicalplaza.example.com",
                "property": "11200 Metcalf Ave, Overland Park, KS 66210 (Commercial 2-story medical office building, roof hatch access)",
                "zip": "11200"
              },
              "dispatch": {
                "trade_code": "ROOFING_STORM",
                "urgency_code": "TIER_1",
                "crew_allocation": "1 After-Hours Emergency Tarp Truck + 1 Senior Hail/Storm Estimator",
                "proposed_slot": "Emergency Tarp <2 hrs + Estimator Walk Tomorrow 8:30 AM CT"
              },
              "estimate": {
                "currency": "USD",
                "low_usd": 2100,
                "high_usd": 3150,
                "formatted": "$2,100 to $3,150",
                "line_items": [
                  {
                    "code": "RF-EMG-101",
                    "item": "After-Hours Emergency Synthetic Felt Tarping & Ridge Weatherproofing (up to 200 sq ft, steep 8/12 pitch)",
                    "qty": "1 mobilization + 180 sq ft",
                    "low_usd": 650,
                    "high_usd": 950,
                    "rate_book_ref": "2026 Roofing Rate Book Sec 1.2",
                    "citation": "[Source: Line 4]",
                    "source_line": 4
                  },
                  {
                    "code": "RF-REP-204",
                    "item": "South Valley & Ridge Cap Architectural Shingle Section Tear-Off, Ice/Water Shield & Decking Verification",
                    "qty": "2.5 squares",
                    "low_usd": 1450,
                    "high_usd": 2200,
                    "rate_book_ref": "2026 Roofing Rate Book Sec 3.4",
                    "citation": "[Source: Line 4]",
                    "source_line": 4
                  },
                  {
                    "code": "RF-INS-310",
                    "item": "Full 2-Story Hail Damage Photo Documentation & Xactimate Scope Binder for Carrier Claim",
                    "qty": "1 complete inspection binder",
                    "low_usd": 0,
                    "high_usd": 0,
                    "rate_book_ref": "Credited on Approved Replacement Scope",
                    "citation": "[Source: Line 5]",
                    "source_line": 5
                  }
                ]
              },
              "human_approval_gate": "REQUIRED_BEFORE_FINAL_PRICE_OVERRIDE_OR_OUTBOUND_SEND"
            }
          }
        },
        {
          "stage_id": "qa_verifier_agent",
          "stage_number": 4,
          "stage_name": "Automated QA & Citation Verification (qa_verifier_agent)",
          "status": "COMPLETED",
          "duration_ms": 11,
          "input_summary": "Cross-checked 9 workpaper cells against 6 raw intake lines",
          "citations_anchored": 9,
          "output": {
            "verdict": "PASS - 100% CITATION GROUNDED",
            "fields_audited": 9,
            "citations_verified": 9,
            "citation_grounding_pct": 100,
            "ungrounded_hallucinations": 0,
            "privacy_and_style_gate": "PASS (0 violations)",
            "workpaper_sha256": "fe2d4df6966fca63452abbc59d098ee3e2da1eda5c854be4dcc8111c3046a571",
            "cell_audits": [
              {
                "cell_id": "WP-01",
                "citation_tag": "[Source: Line 2]",
                "source_line": 2,
                "grounded": true
              },
              {
                "cell_id": "WP-02",
                "citation_tag": "[Source: Line 3]",
                "source_line": 3,
                "grounded": true
              },
              {
                "cell_id": "WP-03",
                "citation_tag": "[Source: Line 4]",
                "source_line": 4,
                "grounded": true
              },
              {
                "cell_id": "WP-04",
                "citation_tag": "[Source: Line 6]",
                "source_line": 6,
                "grounded": true
              },
              {
                "cell_id": "WP-05",
                "citation_tag": "[Source: Line 4]",
                "source_line": 4,
                "grounded": true
              },
              {
                "cell_id": "WP-06",
                "citation_tag": "[Source: Line 5]",
                "source_line": 5,
                "grounded": true
              },
              {
                "cell_id": "WP-07",
                "citation_tag": "[Source: Line 6]",
                "source_line": 6,
                "grounded": true
              },
              {
                "cell_id": "WP-08",
                "citation_tag": "[Source: Line 4]",
                "source_line": 4,
                "grounded": true
              },
              {
                "cell_id": "WP-09",
                "citation_tag": "[Source: Line 6]",
                "source_line": 6,
                "grounded": true
              }
            ]
          }
        }
      ],
      "workpaper": {
        "workpaper_id": "WP-20261026-B202",
        "cells": [
          {
            "cell_id": "WP-01",
            "field_label": "Customer / Caller Contact",
            "field_value": "Sarah Jenkins, Facilities Director ((913) 555-0188)",
            "status": "VERIFIED",
            "citation_tag": "[Source: Line 2]",
            "source_line": 2,
            "source_quote": "Contact: Sarah Jenkins, Facilities Director | Phone: (913) 555-0188 | Email: sjenkins@midwestmedicalplaza.example.com"
          },
          {
            "cell_id": "WP-02",
            "field_label": "Service Property & ZIP",
            "field_value": "11200 Metcalf Ave, Overland Park, KS 66210 (Commercial 2-story medical office building, roof hatch access)",
            "status": "VERIFIED",
            "citation_tag": "[Source: Line 3]",
            "source_line": 3,
            "source_quote": "Service Property: 11200 Metcalf Ave, Overland Park, KS 66210 (Commercial 2-story medical office building, roof hatch access)"
          },
          {
            "cell_id": "WP-03",
            "field_label": "Trade Classification",
            "field_value": "Roofing & Storm Restoration",
            "status": "VERIFIED",
            "citation_tag": "[Source: Line 4]",
            "source_line": 4,
            "source_quote": "Problem Reported: Carrier 15-ton packaged rooftop unit (RTU-3, Model 48TCED16) tripped high-pressure lockout; supply air temperature climbed to 79F across suite 200."
          },
          {
            "cell_id": "WP-04",
            "field_label": "Urgency & Dispatch SLA",
            "field_value": "TIER-1 EMERGENCY (<2 hr Dispatch SLA)",
            "status": "VERIFIED",
            "citation_tag": "[Source: Line 6]",
            "source_line": 6,
            "source_quote": "Requested Action: Dispatch commercial EPA-certified HVAC lead tech tonight for diagnostic + contactor/compressor triage and generate replacement quote workpaper."
          },
          {
            "cell_id": "WP-05",
            "field_label": "Primary Reported Scope",
            "field_value": "Carrier 15-ton packaged rooftop unit (RTU-3, Model 48TCED16) tripped high-pressure lockout; supply air temperature climbed to 79F across suite 200.",
            "status": "VERIFIED",
            "citation_tag": "[Source: Line 4]",
            "source_line": 4,
            "source_quote": "Problem Reported: Carrier 15-ton packaged rooftop unit (RTU-3, Model 48TCED16) tripped high-pressure lockout; supply air temperature climbed to 79F across suite 200."
          },
          {
            "cell_id": "WP-06",
            "field_label": "Site Access, Claim & Permit Notes",
            "field_value": "Tenant lease requires HVAC restoration within 4 hours; economizer damper actuator also sticking at 15% open; crane not required for compressor swap.",
            "status": "VERIFIED",
            "citation_tag": "[Source: Line 5]",
            "source_line": 5,
            "source_quote": "Scope & SLA Notes: Tenant lease requires HVAC restoration within 4 hours; economizer damper actuator also sticking at 15% open; crane not required for compressor swap."
          },
          {
            "cell_id": "WP-07",
            "field_label": "Crew & Truck Allocation",
            "field_value": "1 After-Hours Emergency Tarp Truck + 1 Senior Hail/Storm Estimator",
            "status": "VERIFIED",
            "citation_tag": "[Source: Line 6]",
            "source_line": 6,
            "source_quote": "Requested Action: Dispatch commercial EPA-certified HVAC lead tech tonight for diagnostic + contactor/compressor triage and generate replacement quote workpaper."
          },
          {
            "cell_id": "WP-08",
            "field_label": "Preliminary Estimate Band (2026 Rate Book)",
            "field_value": "$2,100 to $3,150 (3 cited scope items)",
            "status": "VERIFIED",
            "citation_tag": "[Source: Line 4]",
            "source_line": 4,
            "source_quote": "Problem Reported: Carrier 15-ton packaged rooftop unit (RTU-3, Model 48TCED16) tripped high-pressure lockout; supply air temperature climbed to 79F across suite 200."
          },
          {
            "cell_id": "WP-09",
            "field_label": "Proposed Dispatch / Walkthrough Slot",
            "field_value": "Emergency Tarp <2 hrs + Estimator Walk Tomorrow 8:30 AM CT",
            "status": "VERIFIED",
            "citation_tag": "[Source: Line 6]",
            "source_line": 6,
            "source_quote": "Requested Action: Dispatch commercial EPA-certified HVAC lead tech tonight for diagnostic + contactor/compressor triage and generate replacement quote workpaper."
          }
        ],
        "sms_confirmation_payload": {
          "to": "(913) 555-0188",
          "sender_profile": "Blur Agentic Dispatch",
          "message_body": "Hi Sarah Jenkins, we logged your Roofing & Storm Restoration request for 11200 Metcalf Ave, Overland Park, KS 66210 (Commercial 2-story medical office building, roof hatch access). Assigned crew: 1 After-Hours Emergency Tarp Truck + 1 Senior Hail/Storm Estimator. Slot: Emergency Tarp <2 hrs + Estimator Walk Tomorrow 8:30 AM CT. Preliminary rate-book range: $2,100 to $3,150. Reply 1 to confirm."
        },
        "crm_webhook_payload": {
          "event": "blur_agentic.workpaper.bound",
          "workpaper_id": "WP-20261026-B202",
          "engine_version": "2.4.0",
          "qualification": "QUALIFIED - HIGH-PRIORITY FIELD DISPATCH",
          "customer": {
            "name": "Sarah Jenkins, Facilities Director",
            "phone": "(913) 555-0188",
            "email": "sjenkins@midwestmedicalplaza.example.com",
            "property": "11200 Metcalf Ave, Overland Park, KS 66210 (Commercial 2-story medical office building, roof hatch access)",
            "zip": "11200"
          },
          "dispatch": {
            "trade_code": "ROOFING_STORM",
            "urgency_code": "TIER_1",
            "crew_allocation": "1 After-Hours Emergency Tarp Truck + 1 Senior Hail/Storm Estimator",
            "proposed_slot": "Emergency Tarp <2 hrs + Estimator Walk Tomorrow 8:30 AM CT"
          },
          "estimate": {
            "currency": "USD",
            "low_usd": 2100,
            "high_usd": 3150,
            "formatted": "$2,100 to $3,150",
            "line_items": [
              {
                "code": "RF-EMG-101",
                "item": "After-Hours Emergency Synthetic Felt Tarping & Ridge Weatherproofing (up to 200 sq ft, steep 8/12 pitch)",
                "qty": "1 mobilization + 180 sq ft",
                "low_usd": 650,
                "high_usd": 950,
                "rate_book_ref": "2026 Roofing Rate Book Sec 1.2",
                "citation": "[Source: Line 4]",
                "source_line": 4
              },
              {
                "code": "RF-REP-204",
                "item": "South Valley & Ridge Cap Architectural Shingle Section Tear-Off, Ice/Water Shield & Decking Verification",
                "qty": "2.5 squares",
                "low_usd": 1450,
                "high_usd": 2200,
                "rate_book_ref": "2026 Roofing Rate Book Sec 3.4",
                "citation": "[Source: Line 4]",
                "source_line": 4
              },
              {
                "code": "RF-INS-310",
                "item": "Full 2-Story Hail Damage Photo Documentation & Xactimate Scope Binder for Carrier Claim",
                "qty": "1 complete inspection binder",
                "low_usd": 0,
                "high_usd": 0,
                "rate_book_ref": "Credited on Approved Replacement Scope",
                "citation": "[Source: Line 5]",
                "source_line": 5
              }
            ]
          },
          "human_approval_gate": "REQUIRED_BEFORE_FINAL_PRICE_OVERRIDE_OR_OUTBOUND_SEND"
        }
      },
      "qa_audit": {
        "verdict": "PASS - 100% CITATION GROUNDED",
        "fields_audited": 9,
        "citations_verified": 9,
        "citation_grounding_pct": 100,
        "ungrounded_hallucinations": 0,
        "privacy_and_style_gate": "PASS (0 violations)",
        "workpaper_sha256": "fe2d4df6966fca63452abbc59d098ee3e2da1eda5c854be4dcc8111c3046a571",
        "cell_audits": [
          {
            "cell_id": "WP-01",
            "citation_tag": "[Source: Line 2]",
            "source_line": 2,
            "grounded": true
          },
          {
            "cell_id": "WP-02",
            "citation_tag": "[Source: Line 3]",
            "source_line": 3,
            "grounded": true
          },
          {
            "cell_id": "WP-03",
            "citation_tag": "[Source: Line 4]",
            "source_line": 4,
            "grounded": true
          },
          {
            "cell_id": "WP-04",
            "citation_tag": "[Source: Line 6]",
            "source_line": 6,
            "grounded": true
          },
          {
            "cell_id": "WP-05",
            "citation_tag": "[Source: Line 4]",
            "source_line": 4,
            "grounded": true
          },
          {
            "cell_id": "WP-06",
            "citation_tag": "[Source: Line 5]",
            "source_line": 5,
            "grounded": true
          },
          {
            "cell_id": "WP-07",
            "citation_tag": "[Source: Line 6]",
            "source_line": 6,
            "grounded": true
          },
          {
            "cell_id": "WP-08",
            "citation_tag": "[Source: Line 4]",
            "source_line": 4,
            "grounded": true
          },
          {
            "cell_id": "WP-09",
            "citation_tag": "[Source: Line 6]",
            "source_line": 6,
            "grounded": true
          }
        ]
      }
    },
    {
      "run_id": "run-20261026-a101",
      "workpaper_id": "WP-20261026-A101",
      "pipeline_id": "ba-after-hours-intake-triage-workpaper-v2.4",
      "engine_version": "2.4.0",
      "status": "COMPLETED",
      "http_status": 200,
      "trigger_source": "production_verify_seed",
      "scenario_id": "roof_leak_emergency",
      "scenario_label": "Scenario 1: After-Hours Emergency Roof Leak & Hail Tarping",
      "timestamp_iso": "2026-10-26T13:12:18.000Z",
      "timestamp_ct": "2026-10-26 08:12:18 AM CT (UTC-5)",
      "total_duration_ms": 66,
      "step_count": 4,
      "steps_completed": 4,
      "total_citations": 21,
      "citation_grounding_pct": 100,
      "trade_detected": "Roofing & Storm Restoration",
      "urgency_tier": "TIER-1 EMERGENCY (<2 hr Dispatch SLA)",
      "estimate_formatted": "$2,100 to $3,150",
      "crew_allocation": "1 After-Hours Emergency Tarp Truck + 1 Senior Hail/Storm Estimator",
      "input_sha256": "b8523cac2b4ebce9aded05bda742a21fd60935abdefd57356f16a0aceb2da045",
      "workpaper_sha256": "9d620fdca94525e4eaad6a8218d9a099283a066ea1502a0c603689f4c5b31a89",
      "indexed_lines": [
        {
          "line_no": 1,
          "citation_tag": "[Source: Line 1]",
          "char_start": 0,
          "char_end": 83,
          "text": "INBOUND CALL TRANSCRIPT - 2026-10-26 21:14:08 CT - Channel: After-Hours Voice Trunk"
        },
        {
          "line_no": 2,
          "citation_tag": "[Source: Line 2]",
          "char_start": 84,
          "char_end": 171,
          "text": "Caller: David Morales | Callback Phone: (816) 555-0142 | Email: dmorales.kc@example.com"
        },
        {
          "line_no": 3,
          "citation_tag": "[Source: Line 3]",
          "char_start": 172,
          "char_end": 299,
          "text": "Service Property: 4820 Brookside Blvd, Kansas City, MO 64112 (2-story residential, steep 8/12 pitch architectural shingle roof)"
        },
        {
          "line_no": 4,
          "citation_tag": "[Source: Line 4]",
          "char_start": 300,
          "char_end": 477,
          "text": "Problem Reported: Active water intrusion through second-floor master ceiling after 1.75-inch hail and wind gust; roughly 180 sq ft of ridge cap and south valley shingles lifted."
        },
        {
          "line_no": 5,
          "citation_tag": "[Source: Line 5]",
          "char_start": 478,
          "char_end": 661,
          "text": "Access & Insurance Notes: Homeowner is on site tonight; needs emergency synthetic felt tarp before 7:00 AM rain band and full hail replacement estimate for State Farm claim #SF-90412."
        },
        {
          "line_no": 6,
          "citation_tag": "[Source: Line 6]",
          "char_start": 662,
          "char_end": 789,
          "text": "Requested Action: Dispatch emergency tarping truck within 2 hours and book senior roofing estimator for tomorrow at 8:30 AM CT."
        }
      ],
      "stages": [
        {
          "stage_id": "intake_agent",
          "stage_number": 1,
          "stage_name": "Intake & Payload Validation (intake_agent)",
          "status": "COMPLETED",
          "duration_ms": 14,
          "input_summary": "6 indexed transcript lines (784 chars, SHA-256 b8523cac2b4e...)",
          "citations_anchored": 9,
          "output": {
            "input_sha256": "b8523cac2b4ebce9aded05bda742a21fd60935abdefd57356f16a0aceb2da045",
            "line_count": 6,
            "entities": {
              "caller_name": {
                "value": "David Morales",
                "citation": "[Source: Line 2]",
                "line_no": 2,
                "char_span": "84..171",
                "quote": "Caller: David Morales | Callback Phone: (816) 555-0142 | Email: dmorales.kc@example.com"
              },
              "callback_phone": {
                "value": "(816) 555-0142",
                "citation": "[Source: Line 2]",
                "line_no": 2,
                "char_span": "84..171",
                "quote": "Caller: David Morales | Callback Phone: (816) 555-0142 | Email: dmorales.kc@example.com"
              },
              "caller_email": {
                "value": "dmorales.kc@example.com",
                "citation": "[Source: Line 2]",
                "line_no": 2,
                "char_span": "84..171",
                "quote": "Caller: David Morales | Callback Phone: (816) 555-0142 | Email: dmorales.kc@example.com"
              },
              "service_address": {
                "value": "4820 Brookside Blvd, Kansas City, MO 64112 (2-story residential, steep 8/12 pitch architectural shingle roof)",
                "zip_code": "64112",
                "citation": "[Source: Line 3]",
                "line_no": 3,
                "char_span": "172..299",
                "quote": "Service Property: 4820 Brookside Blvd, Kansas City, MO 64112 (2-story residential, steep 8/12 pitch architectural shingle roof)"
              },
              "trade_category": {
                "value": "Roofing & Storm Restoration",
                "code": "ROOFING_STORM",
                "citation": "[Source: Line 4]",
                "line_no": 4,
                "quote": "Problem Reported: Active water intrusion through second-floor master ceiling after 1.75-inch hail and wind gust; roughly 180 sq ft of ridge cap and south valley shingles lifted."
              },
              "urgency_tier": {
                "value": "TIER-1 EMERGENCY (<2 hr Dispatch SLA)",
                "code": "TIER_1",
                "citation": "[Source: Line 6]",
                "line_no": 6,
                "quote": "Requested Action: Dispatch emergency tarping truck within 2 hours and book senior roofing estimator for tomorrow at 8:30 AM CT."
              },
              "primary_problem": {
                "value": "Active water intrusion through second-floor master ceiling after 1.75-inch hail and wind gust; roughly 180 sq ft of ridge cap and south valley shingles lifted.",
                "citation": "[Source: Line 4]",
                "line_no": 4,
                "char_span": "300..477",
                "quote": "Problem Reported: Active water intrusion through second-floor master ceiling after 1.75-inch hail and wind gust; roughly 180 sq ft of ridge cap and south valley shingles lifted."
              },
              "secondary_notes": {
                "value": "Homeowner is on site tonight; needs emergency synthetic felt tarp before 7:00 AM rain band and full hail replacement estimate for State Farm claim #SF-90412.",
                "citation": "[Source: Line 5]",
                "line_no": 5,
                "char_span": "478..661",
                "quote": "Access & Insurance Notes: Homeowner is on site tonight; needs emergency synthetic felt tarp before 7:00 AM rain band and full hail replacement estimate for State Farm claim #SF-90412."
              },
              "requested_action": {
                "value": "Dispatch emergency tarping truck within 2 hours and book senior roofing estimator for tomorrow at 8:30 AM CT.",
                "citation": "[Source: Line 6]",
                "line_no": 6,
                "char_span": "662..789",
                "quote": "Requested Action: Dispatch emergency tarping truck within 2 hours and book senior roofing estimator for tomorrow at 8:30 AM CT."
              }
            }
          }
        },
        {
          "stage_id": "pricing_triage_agent",
          "stage_number": 2,
          "stage_name": "Scope & Pricing Matrix Engine (pricing_triage_agent)",
          "status": "COMPLETED",
          "duration_ms": 19,
          "input_summary": "Trade=ROOFING_STORM, Urgency=TIER_1, 3 rate-book rules matched",
          "citations_anchored": 3,
          "output": {
            "rate_book_version": "2026.Q4-KC-NAT",
            "qualification_verdict": "QUALIFIED - HIGH-PRIORITY FIELD DISPATCH",
            "crew_allocation": "1 After-Hours Emergency Tarp Truck + 1 Senior Hail/Storm Estimator",
            "proposed_slot": "Emergency Tarp <2 hrs + Estimator Walk Tomorrow 8:30 AM CT",
            "estimate_low_usd": 2100,
            "estimate_high_usd": 3150,
            "estimate_formatted": "$2,100 to $3,150",
            "missing_intake_fields": [],
            "line_items": [
              {
                "code": "RF-EMG-101",
                "item": "After-Hours Emergency Synthetic Felt Tarping & Ridge Weatherproofing (up to 200 sq ft, steep 8/12 pitch)",
                "qty": "1 mobilization + 180 sq ft",
                "low_usd": 650,
                "high_usd": 950,
                "rate_book_ref": "2026 Roofing Rate Book Sec 1.2",
                "citation": "[Source: Line 4]",
                "source_line": 4
              },
              {
                "code": "RF-REP-204",
                "item": "South Valley & Ridge Cap Architectural Shingle Section Tear-Off, Ice/Water Shield & Decking Verification",
                "qty": "2.5 squares",
                "low_usd": 1450,
                "high_usd": 2200,
                "rate_book_ref": "2026 Roofing Rate Book Sec 3.4",
                "citation": "[Source: Line 4]",
                "source_line": 4
              },
              {
                "code": "RF-INS-310",
                "item": "Full 2-Story Hail Damage Photo Documentation & Xactimate Scope Binder for Carrier Claim",
                "qty": "1 complete inspection binder",
                "low_usd": 0,
                "high_usd": 0,
                "rate_book_ref": "Credited on Approved Replacement Scope",
                "citation": "[Source: Line 5]",
                "source_line": 5
              }
            ]
          }
        },
        {
          "stage_id": "workpaper_binder_agent",
          "stage_number": 3,
          "stage_name": "Dispatch & CRM Workpaper Generator (workpaper_binder_agent)",
          "status": "COMPLETED",
          "duration_ms": 21,
          "input_summary": "Bound 9 workpaper cells + SMS confirmation + CRM webhook payload",
          "citations_anchored": 9,
          "output": {
            "workpaper_id": "WP-20261026-A101",
            "cells": [
              {
                "cell_id": "WP-01",
                "field_label": "Customer / Caller Contact",
                "field_value": "David Morales ((816) 555-0142)",
                "status": "VERIFIED",
                "citation_tag": "[Source: Line 2]",
                "source_line": 2,
                "source_quote": "Caller: David Morales | Callback Phone: (816) 555-0142 | Email: dmorales.kc@example.com"
              },
              {
                "cell_id": "WP-02",
                "field_label": "Service Property & ZIP",
                "field_value": "4820 Brookside Blvd, Kansas City, MO 64112 (2-story residential, steep 8/12 pitch architectural shingle roof)",
                "status": "VERIFIED",
                "citation_tag": "[Source: Line 3]",
                "source_line": 3,
                "source_quote": "Service Property: 4820 Brookside Blvd, Kansas City, MO 64112 (2-story residential, steep 8/12 pitch architectural shingle roof)"
              },
              {
                "cell_id": "WP-03",
                "field_label": "Trade Classification",
                "field_value": "Roofing & Storm Restoration",
                "status": "VERIFIED",
                "citation_tag": "[Source: Line 4]",
                "source_line": 4,
                "source_quote": "Problem Reported: Active water intrusion through second-floor master ceiling after 1.75-inch hail and wind gust; roughly 180 sq ft of ridge cap and south valley shingles lifted."
              },
              {
                "cell_id": "WP-04",
                "field_label": "Urgency & Dispatch SLA",
                "field_value": "TIER-1 EMERGENCY (<2 hr Dispatch SLA)",
                "status": "VERIFIED",
                "citation_tag": "[Source: Line 6]",
                "source_line": 6,
                "source_quote": "Requested Action: Dispatch emergency tarping truck within 2 hours and book senior roofing estimator for tomorrow at 8:30 AM CT."
              },
              {
                "cell_id": "WP-05",
                "field_label": "Primary Reported Scope",
                "field_value": "Active water intrusion through second-floor master ceiling after 1.75-inch hail and wind gust; roughly 180 sq ft of ridge cap and south valley shingles lifted.",
                "status": "VERIFIED",
                "citation_tag": "[Source: Line 4]",
                "source_line": 4,
                "source_quote": "Problem Reported: Active water intrusion through second-floor master ceiling after 1.75-inch hail and wind gust; roughly 180 sq ft of ridge cap and south valley shingles lifted."
              },
              {
                "cell_id": "WP-06",
                "field_label": "Site Access, Claim & Permit Notes",
                "field_value": "Homeowner is on site tonight; needs emergency synthetic felt tarp before 7:00 AM rain band and full hail replacement estimate for State Farm claim #SF-90412.",
                "status": "VERIFIED",
                "citation_tag": "[Source: Line 5]",
                "source_line": 5,
                "source_quote": "Access & Insurance Notes: Homeowner is on site tonight; needs emergency synthetic felt tarp before 7:00 AM rain band and full hail replacement estimate for State Farm claim #SF-90412."
              },
              {
                "cell_id": "WP-07",
                "field_label": "Crew & Truck Allocation",
                "field_value": "1 After-Hours Emergency Tarp Truck + 1 Senior Hail/Storm Estimator",
                "status": "VERIFIED",
                "citation_tag": "[Source: Line 6]",
                "source_line": 6,
                "source_quote": "Requested Action: Dispatch emergency tarping truck within 2 hours and book senior roofing estimator for tomorrow at 8:30 AM CT."
              },
              {
                "cell_id": "WP-08",
                "field_label": "Preliminary Estimate Band (2026 Rate Book)",
                "field_value": "$2,100 to $3,150 (3 cited scope items)",
                "status": "VERIFIED",
                "citation_tag": "[Source: Line 4]",
                "source_line": 4,
                "source_quote": "Problem Reported: Active water intrusion through second-floor master ceiling after 1.75-inch hail and wind gust; roughly 180 sq ft of ridge cap and south valley shingles lifted."
              },
              {
                "cell_id": "WP-09",
                "field_label": "Proposed Dispatch / Walkthrough Slot",
                "field_value": "Emergency Tarp <2 hrs + Estimator Walk Tomorrow 8:30 AM CT",
                "status": "VERIFIED",
                "citation_tag": "[Source: Line 6]",
                "source_line": 6,
                "source_quote": "Requested Action: Dispatch emergency tarping truck within 2 hours and book senior roofing estimator for tomorrow at 8:30 AM CT."
              }
            ],
            "sms_confirmation_payload": {
              "to": "(816) 555-0142",
              "sender_profile": "Blur Agentic Dispatch",
              "message_body": "Hi David Morales, we logged your Roofing & Storm Restoration request for 4820 Brookside Blvd, Kansas City, MO 64112 (2-story residential, steep 8/12 pitch architectural shingle roof). Assigned crew: 1 After-Hours Emergency Tarp Truck + 1 Senior Hail/Storm Estimator. Slot: Emergency Tarp <2 hrs + Estimator Walk Tomorrow 8:30 AM CT. Preliminary rate-book range: $2,100 to $3,150. Reply 1 to confirm."
            },
            "crm_webhook_payload": {
              "event": "blur_agentic.workpaper.bound",
              "workpaper_id": "WP-20261026-A101",
              "engine_version": "2.4.0",
              "qualification": "QUALIFIED - HIGH-PRIORITY FIELD DISPATCH",
              "customer": {
                "name": "David Morales",
                "phone": "(816) 555-0142",
                "email": "dmorales.kc@example.com",
                "property": "4820 Brookside Blvd, Kansas City, MO 64112 (2-story residential, steep 8/12 pitch architectural shingle roof)",
                "zip": "64112"
              },
              "dispatch": {
                "trade_code": "ROOFING_STORM",
                "urgency_code": "TIER_1",
                "crew_allocation": "1 After-Hours Emergency Tarp Truck + 1 Senior Hail/Storm Estimator",
                "proposed_slot": "Emergency Tarp <2 hrs + Estimator Walk Tomorrow 8:30 AM CT"
              },
              "estimate": {
                "currency": "USD",
                "low_usd": 2100,
                "high_usd": 3150,
                "formatted": "$2,100 to $3,150",
                "line_items": [
                  {
                    "code": "RF-EMG-101",
                    "item": "After-Hours Emergency Synthetic Felt Tarping & Ridge Weatherproofing (up to 200 sq ft, steep 8/12 pitch)",
                    "qty": "1 mobilization + 180 sq ft",
                    "low_usd": 650,
                    "high_usd": 950,
                    "rate_book_ref": "2026 Roofing Rate Book Sec 1.2",
                    "citation": "[Source: Line 4]",
                    "source_line": 4
                  },
                  {
                    "code": "RF-REP-204",
                    "item": "South Valley & Ridge Cap Architectural Shingle Section Tear-Off, Ice/Water Shield & Decking Verification",
                    "qty": "2.5 squares",
                    "low_usd": 1450,
                    "high_usd": 2200,
                    "rate_book_ref": "2026 Roofing Rate Book Sec 3.4",
                    "citation": "[Source: Line 4]",
                    "source_line": 4
                  },
                  {
                    "code": "RF-INS-310",
                    "item": "Full 2-Story Hail Damage Photo Documentation & Xactimate Scope Binder for Carrier Claim",
                    "qty": "1 complete inspection binder",
                    "low_usd": 0,
                    "high_usd": 0,
                    "rate_book_ref": "Credited on Approved Replacement Scope",
                    "citation": "[Source: Line 5]",
                    "source_line": 5
                  }
                ]
              },
              "human_approval_gate": "REQUIRED_BEFORE_FINAL_PRICE_OVERRIDE_OR_OUTBOUND_SEND"
            }
          }
        },
        {
          "stage_id": "qa_verifier_agent",
          "stage_number": 4,
          "stage_name": "Automated QA & Citation Verification (qa_verifier_agent)",
          "status": "COMPLETED",
          "duration_ms": 12,
          "input_summary": "Cross-checked 9 workpaper cells against 6 raw intake lines",
          "citations_anchored": 9,
          "output": {
            "verdict": "PASS - 100% CITATION GROUNDED",
            "fields_audited": 9,
            "citations_verified": 9,
            "citation_grounding_pct": 100,
            "ungrounded_hallucinations": 0,
            "privacy_and_style_gate": "PASS (0 violations)",
            "workpaper_sha256": "9d620fdca94525e4eaad6a8218d9a099283a066ea1502a0c603689f4c5b31a89",
            "cell_audits": [
              {
                "cell_id": "WP-01",
                "citation_tag": "[Source: Line 2]",
                "source_line": 2,
                "grounded": true
              },
              {
                "cell_id": "WP-02",
                "citation_tag": "[Source: Line 3]",
                "source_line": 3,
                "grounded": true
              },
              {
                "cell_id": "WP-03",
                "citation_tag": "[Source: Line 4]",
                "source_line": 4,
                "grounded": true
              },
              {
                "cell_id": "WP-04",
                "citation_tag": "[Source: Line 6]",
                "source_line": 6,
                "grounded": true
              },
              {
                "cell_id": "WP-05",
                "citation_tag": "[Source: Line 4]",
                "source_line": 4,
                "grounded": true
              },
              {
                "cell_id": "WP-06",
                "citation_tag": "[Source: Line 5]",
                "source_line": 5,
                "grounded": true
              },
              {
                "cell_id": "WP-07",
                "citation_tag": "[Source: Line 6]",
                "source_line": 6,
                "grounded": true
              },
              {
                "cell_id": "WP-08",
                "citation_tag": "[Source: Line 4]",
                "source_line": 4,
                "grounded": true
              },
              {
                "cell_id": "WP-09",
                "citation_tag": "[Source: Line 6]",
                "source_line": 6,
                "grounded": true
              }
            ]
          }
        }
      ],
      "workpaper": {
        "workpaper_id": "WP-20261026-A101",
        "cells": [
          {
            "cell_id": "WP-01",
            "field_label": "Customer / Caller Contact",
            "field_value": "David Morales ((816) 555-0142)",
            "status": "VERIFIED",
            "citation_tag": "[Source: Line 2]",
            "source_line": 2,
            "source_quote": "Caller: David Morales | Callback Phone: (816) 555-0142 | Email: dmorales.kc@example.com"
          },
          {
            "cell_id": "WP-02",
            "field_label": "Service Property & ZIP",
            "field_value": "4820 Brookside Blvd, Kansas City, MO 64112 (2-story residential, steep 8/12 pitch architectural shingle roof)",
            "status": "VERIFIED",
            "citation_tag": "[Source: Line 3]",
            "source_line": 3,
            "source_quote": "Service Property: 4820 Brookside Blvd, Kansas City, MO 64112 (2-story residential, steep 8/12 pitch architectural shingle roof)"
          },
          {
            "cell_id": "WP-03",
            "field_label": "Trade Classification",
            "field_value": "Roofing & Storm Restoration",
            "status": "VERIFIED",
            "citation_tag": "[Source: Line 4]",
            "source_line": 4,
            "source_quote": "Problem Reported: Active water intrusion through second-floor master ceiling after 1.75-inch hail and wind gust; roughly 180 sq ft of ridge cap and south valley shingles lifted."
          },
          {
            "cell_id": "WP-04",
            "field_label": "Urgency & Dispatch SLA",
            "field_value": "TIER-1 EMERGENCY (<2 hr Dispatch SLA)",
            "status": "VERIFIED",
            "citation_tag": "[Source: Line 6]",
            "source_line": 6,
            "source_quote": "Requested Action: Dispatch emergency tarping truck within 2 hours and book senior roofing estimator for tomorrow at 8:30 AM CT."
          },
          {
            "cell_id": "WP-05",
            "field_label": "Primary Reported Scope",
            "field_value": "Active water intrusion through second-floor master ceiling after 1.75-inch hail and wind gust; roughly 180 sq ft of ridge cap and south valley shingles lifted.",
            "status": "VERIFIED",
            "citation_tag": "[Source: Line 4]",
            "source_line": 4,
            "source_quote": "Problem Reported: Active water intrusion through second-floor master ceiling after 1.75-inch hail and wind gust; roughly 180 sq ft of ridge cap and south valley shingles lifted."
          },
          {
            "cell_id": "WP-06",
            "field_label": "Site Access, Claim & Permit Notes",
            "field_value": "Homeowner is on site tonight; needs emergency synthetic felt tarp before 7:00 AM rain band and full hail replacement estimate for State Farm claim #SF-90412.",
            "status": "VERIFIED",
            "citation_tag": "[Source: Line 5]",
            "source_line": 5,
            "source_quote": "Access & Insurance Notes: Homeowner is on site tonight; needs emergency synthetic felt tarp before 7:00 AM rain band and full hail replacement estimate for State Farm claim #SF-90412."
          },
          {
            "cell_id": "WP-07",
            "field_label": "Crew & Truck Allocation",
            "field_value": "1 After-Hours Emergency Tarp Truck + 1 Senior Hail/Storm Estimator",
            "status": "VERIFIED",
            "citation_tag": "[Source: Line 6]",
            "source_line": 6,
            "source_quote": "Requested Action: Dispatch emergency tarping truck within 2 hours and book senior roofing estimator for tomorrow at 8:30 AM CT."
          },
          {
            "cell_id": "WP-08",
            "field_label": "Preliminary Estimate Band (2026 Rate Book)",
            "field_value": "$2,100 to $3,150 (3 cited scope items)",
            "status": "VERIFIED",
            "citation_tag": "[Source: Line 4]",
            "source_line": 4,
            "source_quote": "Problem Reported: Active water intrusion through second-floor master ceiling after 1.75-inch hail and wind gust; roughly 180 sq ft of ridge cap and south valley shingles lifted."
          },
          {
            "cell_id": "WP-09",
            "field_label": "Proposed Dispatch / Walkthrough Slot",
            "field_value": "Emergency Tarp <2 hrs + Estimator Walk Tomorrow 8:30 AM CT",
            "status": "VERIFIED",
            "citation_tag": "[Source: Line 6]",
            "source_line": 6,
            "source_quote": "Requested Action: Dispatch emergency tarping truck within 2 hours and book senior roofing estimator for tomorrow at 8:30 AM CT."
          }
        ],
        "sms_confirmation_payload": {
          "to": "(816) 555-0142",
          "sender_profile": "Blur Agentic Dispatch",
          "message_body": "Hi David Morales, we logged your Roofing & Storm Restoration request for 4820 Brookside Blvd, Kansas City, MO 64112 (2-story residential, steep 8/12 pitch architectural shingle roof). Assigned crew: 1 After-Hours Emergency Tarp Truck + 1 Senior Hail/Storm Estimator. Slot: Emergency Tarp <2 hrs + Estimator Walk Tomorrow 8:30 AM CT. Preliminary rate-book range: $2,100 to $3,150. Reply 1 to confirm."
        },
        "crm_webhook_payload": {
          "event": "blur_agentic.workpaper.bound",
          "workpaper_id": "WP-20261026-A101",
          "engine_version": "2.4.0",
          "qualification": "QUALIFIED - HIGH-PRIORITY FIELD DISPATCH",
          "customer": {
            "name": "David Morales",
            "phone": "(816) 555-0142",
            "email": "dmorales.kc@example.com",
            "property": "4820 Brookside Blvd, Kansas City, MO 64112 (2-story residential, steep 8/12 pitch architectural shingle roof)",
            "zip": "64112"
          },
          "dispatch": {
            "trade_code": "ROOFING_STORM",
            "urgency_code": "TIER_1",
            "crew_allocation": "1 After-Hours Emergency Tarp Truck + 1 Senior Hail/Storm Estimator",
            "proposed_slot": "Emergency Tarp <2 hrs + Estimator Walk Tomorrow 8:30 AM CT"
          },
          "estimate": {
            "currency": "USD",
            "low_usd": 2100,
            "high_usd": 3150,
            "formatted": "$2,100 to $3,150",
            "line_items": [
              {
                "code": "RF-EMG-101",
                "item": "After-Hours Emergency Synthetic Felt Tarping & Ridge Weatherproofing (up to 200 sq ft, steep 8/12 pitch)",
                "qty": "1 mobilization + 180 sq ft",
                "low_usd": 650,
                "high_usd": 950,
                "rate_book_ref": "2026 Roofing Rate Book Sec 1.2",
                "citation": "[Source: Line 4]",
                "source_line": 4
              },
              {
                "code": "RF-REP-204",
                "item": "South Valley & Ridge Cap Architectural Shingle Section Tear-Off, Ice/Water Shield & Decking Verification",
                "qty": "2.5 squares",
                "low_usd": 1450,
                "high_usd": 2200,
                "rate_book_ref": "2026 Roofing Rate Book Sec 3.4",
                "citation": "[Source: Line 4]",
                "source_line": 4
              },
              {
                "code": "RF-INS-310",
                "item": "Full 2-Story Hail Damage Photo Documentation & Xactimate Scope Binder for Carrier Claim",
                "qty": "1 complete inspection binder",
                "low_usd": 0,
                "high_usd": 0,
                "rate_book_ref": "Credited on Approved Replacement Scope",
                "citation": "[Source: Line 5]",
                "source_line": 5
              }
            ]
          },
          "human_approval_gate": "REQUIRED_BEFORE_FINAL_PRICE_OVERRIDE_OR_OUTBOUND_SEND"
        }
      },
      "qa_audit": {
        "verdict": "PASS - 100% CITATION GROUNDED",
        "fields_audited": 9,
        "citations_verified": 9,
        "citation_grounding_pct": 100,
        "ungrounded_hallucinations": 0,
        "privacy_and_style_gate": "PASS (0 violations)",
        "workpaper_sha256": "9d620fdca94525e4eaad6a8218d9a099283a066ea1502a0c603689f4c5b31a89",
        "cell_audits": [
          {
            "cell_id": "WP-01",
            "citation_tag": "[Source: Line 2]",
            "source_line": 2,
            "grounded": true
          },
          {
            "cell_id": "WP-02",
            "citation_tag": "[Source: Line 3]",
            "source_line": 3,
            "grounded": true
          },
          {
            "cell_id": "WP-03",
            "citation_tag": "[Source: Line 4]",
            "source_line": 4,
            "grounded": true
          },
          {
            "cell_id": "WP-04",
            "citation_tag": "[Source: Line 6]",
            "source_line": 6,
            "grounded": true
          },
          {
            "cell_id": "WP-05",
            "citation_tag": "[Source: Line 4]",
            "source_line": 4,
            "grounded": true
          },
          {
            "cell_id": "WP-06",
            "citation_tag": "[Source: Line 5]",
            "source_line": 5,
            "grounded": true
          },
          {
            "cell_id": "WP-07",
            "citation_tag": "[Source: Line 6]",
            "source_line": 6,
            "grounded": true
          },
          {
            "cell_id": "WP-08",
            "citation_tag": "[Source: Line 4]",
            "source_line": 4,
            "grounded": true
          },
          {
            "cell_id": "WP-09",
            "citation_tag": "[Source: Line 6]",
            "source_line": 6,
            "grounded": true
          }
        ]
      }
    }
  ]
}