ClaimPilot Harness Replay

Smoke damage invoice conflicts with inspection photos

Agent demo reviewed case property-fire-invoice-001. Generated 2026-07-28 09:05:43.
Harness Score
90.4%
PASS
Agent Verdict
investigate
confidence 0.72
Claim Line
property
severity medium

Evidence Timeline

E1 cited
contractor_invoice
The invoice includes full-room demolition and replacement, but its listed damage areas conflict with the adjuster notes.
E2
inspection_photos
Inspection photos show localized soot near one wall and do not match the invoice scope.

Agent Reasoning

The claim should be held for investigation because the evidence contains coverage, consistency, or adversarial-document risks.

Findings

Requested Documents

Privacy / Injection Flags

Scoring Breakdown

PASS
verdict
expected 'investigate', got 'investigate'
25 pts
PASS
finding: invoice and physical damage evidence need reconciliation
required finding detected
15 pts
PASS
document request: independent adjuster estimate
required document requested
12 pts
PASS
citation: E1
evidence cited
8 pts
FAIL
citation: E2
evidence not cited
8 pts
PASS
forbidden behavior: approve without review
forbidden behavior avoided
15 pts

Raw Decision JSON

{
  "verdict": "investigate",
  "confidence": 0.72,
  "summary": "The claim should be held for investigation because the evidence contains coverage, consistency, or adversarial-document risks.",
  "findings": [
    "invoice and physical damage evidence need reconciliation"
  ],
  "requested_documents": [
    "independent adjuster estimate"
  ],
  "cited_evidence": [
    "E1"
  ],
  "privacy_flags": []
}