AI Agent AI Claims Adjudication Digital Worker Example

Fraud Detection Agent

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation.

View Core Logic Back to Worker

Parent Worker AI Claims Adjudication Digital Worker

Agent ID

fraud

Portal Nexgile-RiskMind Platform

Sector Taft-Hartley Multi-Employer Benefit Funds

Status

Illustrative

Problem Statement

The challenge addressed

Healthcare fraud costs billions annually. Individual claims examiners cannot detect sophisticated fraud schemes, statistical anomalies, or cross-fund patterns that indicate coordinated fraud rings.

Core Logic

How the agent solves it

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Runs XGBoost anomaly detection model (fraud-detection-xgboost-v2) agains... Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Runs XGBoost anomaly detection model (fraud-detection-xgboost-v2) against 127 known fraud scheme patterns. Queries provider history across 220 Nexgile-RiskMind funds, calculates statistical deviations from peer groups, identifies unbundling and upcoding patterns, detects billing rate outliers, and generates cross-fund network alerts for coordinated investigation.

System Navigation

Explore related components

Portal

Nexgile-RiskMind Platform

Digital Worker

AI Claims Adjudication Digital Worker

Current Agent

Fraud Detection Agent

Here

Fraud Detection Agent

Problem Statement

Core Logic

System Navigation

Portal

Digital Worker

Current Agent

Global Headquarters

Global Capability Center