AI Agent Real-Time Fraud Detection & Investigation Hub Example

Explainability Engine Agent

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation.

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

Illustrative

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

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Generates SHAP values and LIME explanations for every feature's contribu... Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. 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. Provides counterfactual analysis showing what would need to change to alter the decision.

System Navigation

Explore related components

Portal

Nexgile-CogniPay Nexus

Digital Worker

Real-Time Fraud Detection & Investigation Hub

Current Agent

Explainability Engine Agent

Here

Explainability Engine Agent

Problem Statement

Core Logic

System Navigation

Portal

Digital Worker

Current Agent

Global Headquarters

Global Capability Center