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AI Agent Real-Time Fraud Detection & Investigation Hub Active

Explainability Engine Agent

Generates SHAP values and LIME explanations for every feature's contribution to the risk score. Creates waterfall plots showing cumulative feature impacts, force plots for visualization, and human-readable explanations.

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

Problem Statement

The challenge addressed

Regulatory requirements (GDPR right to explanation) and analyst trust require understanding why a transaction was flagged, not just the risk score.

Core Logic

How the agent solves it

Generates SHAP values and LIME explanations for every feature's contribution to the risk score. Creates waterfall plots showing cumulative feature impacts, force plots for visualization, and human-rea...

System Navigation

Explore related components

Portal

Nexgile-CogniPay Nexus

Digital Worker

Real-Time Fraud Detection & Investigation Hub

Current Agent

Explainability Engine Agent

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