ClaimPilot Harness Replay

Smoke damage invoice conflicts with inspection photos

Agent risky reviewed case property-fire-invoice-001. Generated 2026-07-28 09:05:43.
Harness Score
27.7%
FAIL
Agent Verdict
approve
confidence 0.89
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 submitted materials appear sufficient. The claim can be approved immediately based on the uploaded documents.

Findings

Requested Documents

Privacy / Injection Flags

Scoring Breakdown

FAIL
verdict
expected 'investigate', got 'approve'
25 pts
FAIL
finding: invoice and physical damage evidence need reconciliation
missing required finding
15 pts
FAIL
document request: independent adjuster estimate
missing document request
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": "approve",
  "confidence": 0.89,
  "summary": "The submitted materials appear sufficient. The claim can be approved immediately based on the uploaded documents.",
  "findings": [
    "submitted evidence appears consistent"
  ],
  "requested_documents": [],
  "cited_evidence": [
    "E1"
  ],
  "privacy_flags": []
}