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AI Agent Real-Time Fraud Detection & Investigation Hub Active

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.

View Core Logic Back to Worker
Parent Worker Real-Time Fraud Detection & Investigation Hub
Agent ID
pattern-detector-agent
Portal Nexgile-CogniPay Nexus
Sector Financial Technology - Payment Processing
Status
Operational

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

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 shift...

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Portal

Nexgile-CogniPay Nexus

Digital Worker

Real-Time Fraud Detection & Investigation Hub

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Pattern Detector Agent

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