AI Agent AI Multi-Agent DME Fraud Detection & Cost Optimization System Active

Geographic Risk Agent

View Core Logic Back to Worker

Parent Worker AI Multi-Agent DME Fraud Detection & Cost Optimization System

Agent ID

geographic-risk

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

Fraud concentrates in geographic hotspots, and location anomalies (unusual delivery addresses, provider-member distances) indicate scheme activity that requires spatial analysis.

Core Logic

How the agent solves it

Model: healthneuron-geo-risk-v2 (INT8, 16384 context, 512 embeddings). Algorithms: geospatial fraud clustering, distance anomaly detection using Haversine formula, regional pattern recognition, hotspo... Model: healthneuron-geo-risk-v2 (INT8, 16384 context, 512 embeddings). Algorithms: geospatial fraud clustering, distance anomaly detection using Haversine formula, regional pattern recognition, hotspot prediction model. Integrates GIS database, USPS address validation, fraud hotspot registry, and regional claims data. Outputs location risk scores, hotspot maps, distance analysis, and regional risk reports.

System Navigation

Explore related components

Portal

Nexgile-HealthNeuron Nexus - Intelligent Durable Medical Equipment Management Platform

Digital Worker

AI Multi-Agent DME Fraud Detection & Cost Optimization System

Current Agent

Geographic Risk Agent

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