UC02

Damage estimate verification

Baseline first · candidate experiment

Existing estimating, parts, labor and repair sources remain primary. Investigate a defined unresolved exception or requested independent benchmark, not routine estimate approval or rate lookup.

Selected-line Tasks · Task Groups unavailable on this connection

Main dependency

Actual vendor names, adapter contracts and coverage are unverified here; missing setup is not a claimed business gap.

01
Estimating & repair
Existing baseline · simulated here
02
Coverage check
Answered already? Stop; zero Parallel calls
03
Precise extra question
Optional, explicit action only
04
Incremental evidence
Supported additions, coverage and reviewer effort

fixture — Simulated baseline and optional external evidence. Every observation is fabricated; no provider calls are made.

Scenario input Synthetic

{
  "case_id": "UC02",
  "use_case": "damage_estimates",
  "data_origin": "synthetic",
  "notice": "Hypothetical demo input. No real claim or predicted web result.",
  "input": {
    "vehicle": {
      "year": 2020,
      "make": "Toyota",
      "model": "Camry",
      "trim": "LE",
      "vin": null
    },
    "shop": {
      "name": "Simulated Repair Shop",
      "zip": "23220",
      "state": "VA",
      "website": null,
      "origin": "mock_enterprise"
    },
    "estimate_version": "synthetic-1",
    "lines": [
      {
        "id": "L1",
        "description": "left headlamp assembly",
        "part_number": null,
        "condition": "OEM new",
        "quantity": 1,
        "estimate_price_usd": "420.00"
      },
      {
        "id": "L2",
        "description": "body labor",
        "hours": "2.00",
        "rate_usd_per_hour": "65.00"
      }
    ],
    "required_fitment_options": []
  },
  "primary_system": {
    "role": "existing estimating parts labor and repair sources",
    "origin": "mock_enterprise",
    "actual_insurer_interface": "not_provided",
    "coverage_to_confirm": true
  },
  "research_request": {
    "requested": false,
    "question": "A defined part availability, repair guidance or other exception not answered by the existing sources.",
    "purpose": "candidate_external_question",
    "primary_answer_status": "not_checked",
    "gap_status": "hypothesis_to_validate"
  },
  "baseline": {
    "status": "ok",
    "answered_questions": [
      "Routine primary question"
    ],
    "coverage": [
      "Existing estimating, parts, labor and repair sources"
    ],
    "origin": "simulated_fixture"
  }
}

Outbound public context preview

{
  "vehicle": {
    "year": 2020,
    "make": "Toyota",
    "model": "Camry",
    "trim": "LE",
    "vin": null
  },
  "location": {
    "zip": "23220",
    "state": "VA"
  },
  "lines": [
    {
      "id": "L1",
      "description": "left headlamp assembly",
      "part_number": null,
      "condition": "OEM new",
      "quantity": 1
    },
    {
      "id": "L2",
      "description": "body labor",
      "part_number": null,
      "condition": null,
      "quantity": null
    }
  ],
  "required_fitment_options": []
}

Kept local: shop name (fabricated mock_enterprise); estimate prices; labor rate; estimate_version

Incremental outside research Optional

Selected-line Tasks · Task Groups unavailable on this connection

Selected unresolved items · maximum 2

Routine line · existing estimating data · resolved · zero outside calls

bumper-guidance · Find public Toyota bumper repair and ADAS guidance, retaining publication date and applicability. General guidance is not VIN fitment, labor hours or approval.calibration-applicability · Find public Toyota ADAS calibration applicability after bumper work. Preserve model/year qualifiers and unknown applicability; do not determine VIN fitment or approve an estimate.

A defined unresolved exception or requested independent benchmark. Candidate experiment, not a verified deficiency. If existing evidence answers the question, stop.

Requested independent benchmark

No baseline evidence yet.

Run history

No runs yet.

Damage estimate verification

Estimating & repair

Coverage check

Precise extra question

Incremental evidence

Scenario input Synthetic

Incremental outside research Optional