AI Agent Real-Time Fraud Detection & Investigation Hub Active

Risk Scorer Agent

Runs parallel inference on XGBoost v3.2 (AUC: 0.

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Parent Worker Real-Time Fraud Detection & Investigation Hub

Agent ID

risk-scorer-agent

Portal Nexgile-CogniPay Nexus

Sector Financial Technology - Payment Processing

Status

Operational

Problem Statement

The challenge addressed

Single models have blind spots. Combining multiple models with different strengths improves overall fraud detection while reducing false positives.

Core Logic

How the agent solves it

Runs parallel inference on XGBoost v3.2 (AUC: 0.973), Neural Network v2.1 (AUC: 0.969), Random Forest v1.8 (AUC: 0.958), and Rule Engine v4.0 (Precision: 0.945). Combines outputs using F1-weighted ens...

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Portal

Nexgile-CogniPay Nexus

Digital Worker

Real-Time Fraud Detection & Investigation Hub

Current Agent

Risk Scorer Agent

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