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The Owned Digital Workforce Platform

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

Geographic Risk Agent

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.

Agent ID geographic-risk
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...