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Fraud Detection Agent

Captures device fingerprints to detect VPNs, proxies, Tor, and emulators. Runs velocity checks on SSN, email, phone, and address usage.

View Core Logic Back to Worker

Parent Worker AI-Powered Credit Risk & Loan Origination Platform

Agent ID fraud-detection

Portal Nexgile-HumanEdgeAI Nexus - Total Benefits Solution

Sector Human Resources Technology (HRTech) / Benefits Administration

Status

Operational

Problem Statement

The challenge addressed

Application fraud includes synthetic identities, device manipulation, velocity abuse, and behavioral anomalies that require multi-layered detection combining rules and ML models.

Core Logic

How the agent solves it

Captures device fingerprints to detect VPNs, proxies, Tor, and emulators. Runs velocity checks on SSN, email, phone, and address usage. Performs synthetic identity detection using credit file age anal... Captures device fingerprints to detect VPNs, proxies, Tor, and emulators. Runs velocity checks on SSN, email, phone, and address usage. Performs synthetic identity detection using credit file age analysis and authorized user patterns. Executes behavioral analysis measuring form fill time, mouse movements, and typing patterns. Runs Isolation Forest anomaly detection. Generates fraud scores with detailed evidence for each risk signal.

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Portal

Nexgile-HumanEdgeAI Nexus - Total Benefits Solution

Digital Worker

AI-Powered Credit Risk & Loan Origination Platform

Current Agent

Fraud Detection Agent

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Fraud Detection Agent

Problem Statement

Core Logic

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Digital Worker

Current Agent

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