Complete audit-grade fraud detection report with evidence traceability, tampering summary, reviewer actions, secure audit history, and final adjudication recommendation.
Healthcare claim under forensic review
AI confidence in tampering detection
High fraud probability confirmed
Claim blocked for fraud risk
Signature pattern does not match verified provider signature registry and contains digital overwrite behavior.
File source generator differs from authorized hospital EMR system and upload audit registry.
Same radiology report matched with prior claim CLM-1148 and CLM-3021.
| Page | Region | Issue Type | Confidence | Severity |
|---|---|---|---|---|
| Page 1 | Bottom Right | Fake Signature | 97% | Critical |
| Page 2 | Header Section | Metadata Conflict | 91% | High |
| Page 3 | Diagnosis Block | Copy-Paste Fraud | 88% | High |
| Page 4 | Footer Area | Watermark Removed | 84% | Medium |
Mismatch confirmed against original hospital signature reference archive and compliance records.
Radiology report reused across unrelated provider claims officially confirmed.
Creation timestamp and source mismatch validated through forensic audit engine.
Senior audit and immediate rejection recommended due to high fraud probability.
Claim document submitted by hospital system and forensic intake started.
Forgery scan identified suspicious signature mismatch and duplicate report linkage.
Confidence threshold exceeded and senior reviewer notified automatically by system.
Claim marked rejected and secure audit report generated for compliance validation.
Full evidence-backed fraud detection with compliance-ready reporting, secure audit logs, and explainable adjudication support for healthcare claim approval systems.
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