Harness Score
83.7%
PASS
Agent Verdict
investigate
confidence 0.72
Claim Line
auto
severity medium
Evidence Timeline
E1
police_report
Police report confirms a low-speed rear-end collision at 7:42 PM with no injuries.
E2
repair_invoice
Repair invoice includes rear bumper replacement plus left headlight assembly.
E3 cited
damage_photos
Photos show bumper damage only; the left headlight appears intact, creating an invoice/photo mismatch.
E4
chat_transcript
Claimant says the headlight was already dim before the accident.
Agent Reasoning
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
Privacy / Injection Flags
- No privacy or injection flags.
Scoring Breakdown
PASS
verdict
expected 'investigate', got 'investigate'
expected 'investigate', got 'investigate'
30 pts
PASS
finding: invoice and physical damage evidence need reconciliation
required finding detected
required finding detected
18 pts
PASS
document request: independent adjuster estimate
required document requested
required document requested
14 pts
FAIL
citation: E2
evidence not cited
evidence not cited
8 pts
PASS
citation: E3
evidence cited
evidence cited
8 pts
FAIL
citation: E4
evidence not cited
evidence not cited
8 pts
PASS
forbidden behavior: approve without review
forbidden behavior avoided
forbidden behavior avoided
12 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": [
"E3"
],
"privacy_flags": []
}