AI Agent AI-Powered DME Order Orchestration System Active

Fraud Detection Agent

View Core Logic Back to Worker

Parent Worker AI-Powered DME Order Orchestration System

Agent ID

fraud-detection

Portal Nexgile-HealthNeuron Nexus - Intelligent Durable Medical Equipment Management Platform

Sector Durable Medical Equipment (DME) and Medical Device Supply Chain

Status

Operational

Problem Statement

The challenge addressed

DME fraud is a significant cost to Medicare through schemes like phantom billing, upcoding, and kickbacks. Real-time detection is critical to prevent fraudulent orders from processing.

Core Logic

How the agent solves it

Combines Isolation Forest anomaly detection with LSTM neural networks at O(n log n) complexity. Analyzes multi-dimensional features (order value, frequency, timing, geography, prescriber behavior) aga... Combines Isolation Forest anomaly detection with LSTM neural networks at O(n log n) complexity. Analyzes multi-dimensional features (order value, frequency, timing, geography, prescriber behavior) against known fraud patterns. Calculates composite risk scores, flags high-risk transactions for review, and provides behavioral analysis of prescribers, patients, and suppliers with high detection confidence.

System Navigation

Explore related components

Portal

Nexgile-HealthNeuron Nexus - Intelligent Durable Medical Equipment Management Platform

Digital Worker

AI-Powered DME Order Orchestration System

Current Agent

Fraud Detection Agent

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