AI Agent Real-Time Fraud Detection & Investigation Hub

Pattern Detector Agent

Combines Isolation Forest with LSTM neural networks running on GPU A100. Detects amount deviations from customer baseline, timing anomalies relative to historical patterns, and merchant category shifts. Outputs anomaly scores with confidence levels and specific anomaly type classifications.

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Part of Real-Time Fraud Detection & Investigation Hub

Portal: Nexgile CogniPay Nexus

Agent ID: pattern-detector-agent

Problem Statement

The challenge addressed

Fraudulent transactions exhibit subtle anomalies in amount, timing, and merchant patterns that differ from legitimate customer behavior.

Core Logic

How the agent solves it

System Navigation

Explore related components

Portal

Nexgile CogniPay Nexus

Digital Worker

Real-Time Fraud Detection & Investigation Hub

Current Agent

Pattern Detector Agent

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