Explainable-AI platform that detects and triages hidden fraud, waste, and abuse (FWA) for health plans, Special Investigative Units (SIU), and Payment Integrity teams. Provides clear rationale, evidence and competing explanations for each lead to accelerate triage, reduce false positives, increase recoveries, and turn post-pay insights into pre-pay prevention.