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Fraud Detection Agent

Deploys Isolation Forest ML for statistical anomaly detection, calculates Z-scores against peer specialty averages, matches billing patterns against known fraud schemes, analyzes provider modifier usage rates, and generates SIU referral recommendations with 94%+ confidence..

Agent ID
fraud-detector
Sector Multi-Employer Trust Fund Administration & Benefits Management
Status
Operational

Problem Statement

The challenge addressed

Healthcare fraud costs billions annually through unbundling schemes, upcoding, phantom billing, and provider collusion. Traditional rules miss sophisticated patterns.

Core Logic

How the agent solves it

Deploys Isolation Forest ML for statistical anomaly detection, calculates Z-scores against peer specialty averages, matches billing patterns against known fraud schemes, analyzes provider modifier usa...