ClaimPilot Harness Replay

Outpatient bill with possible excluded cosmetic procedure

Agent demo reviewed case health-bill-001. Generated 2026-07-28 09:05:43.
Harness Score
91.1%
PASS
Agent Verdict
investigate
confidence 0.72
Claim Line
health
severity high

Evidence Timeline

E1
itemized_bill
Bill includes nasal reconstruction and facility anesthesia fees.
E2
diagnosis_note
Diagnosis note references cosmetic correction but does not document functional impairment.
E3 cited
policy_excerpt
Policy excludes cosmetic procedures unless medical necessity is documented.

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'
30 pts
PASS
finding: possible excluded medical procedure
required finding detected
18 pts
PASS
document request: itemized medical necessity letter
required document requested
14 pts
FAIL
citation: E2
evidence not cited
8 pts
PASS
citation: E3
evidence cited
8 pts
PASS
forbidden behavior: deny without medical review
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": [
    "possible excluded medical procedure"
  ],
  "requested_documents": [
    "itemized medical necessity letter"
  ],
  "cited_evidence": [
    "E3"
  ],
  "privacy_flags": []
}