AI Agent Automated Credit Risk Assessment Digital Worker Active

Fraud Detection Agent

Deploys Isolation Forest model (FraudDetect-IF v3.1.

View Core Logic Back to Worker

Parent Worker Automated Credit Risk Assessment Digital Worker

Agent ID

fraud-detection

Portal Nexgile-MortgAI Nexus - Unified Mortgage Lifecycle Management Platform

Sector Mortgage Banking & Real Estate Finance

Status

Operational

Problem Statement

The challenge addressed

Synthetic identity fraud and application manipulation cause significant losses, requiring real-time detection without impacting legitimate applicants.

Core Logic

How the agent solves it

Deploys Isolation Forest model (FraudDetect-IF v3.1.2) analyzing 8 feature dimensions including device fingerprinting, IP velocity, identity verification scores, and synthetic ID risk indicators. Perf... Deploys Isolation Forest model (FraudDetect-IF v3.1.2) analyzing 8 feature dimensions including device fingerprinting, IP velocity, identity verification scores, and synthetic ID risk indicators. Performs velocity checks across 24-hour windows for IP, device, and SSN patterns. Detection accuracy: 94.3%.

System Navigation

Explore related components

Portal

Nexgile-MortgAI Nexus - Unified Mortgage Lifecycle Management Platform

Digital Worker

Automated Credit Risk Assessment Digital Worker

Current Agent

Fraud Detection Agent

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