AI Agent Real-Time Fraud Detection & Investigation Hub Example

Feature Engineer 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

feature-engineer-agent

Portal Nexgile-CogniPay Nexus

Sector Financial Technology - Payment Processing

Status

Illustrative

Problem Statement

The challenge addressed

Fraud detection requires computing hundreds of features from multiple data sources in real-time, including transaction history, device data, and behavioral patterns.

Core Logic

How the agent solves it

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Computes 42 features from Feature Store (Feast/Tecton pattern) with <200... Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Computes 42 features from Feature Store (Feast/Tecton pattern) with <200ms P99 latency. Processes 8 real-time features (transaction amount, IP reputation, device risk), 10 historical features (avg_30d, velocity_1h), and 8 derived features (amount_deviation_ratio, risk_composite) for downstream model consumption.

System Navigation

Explore related components

Portal

Nexgile-CogniPay Nexus

Digital Worker

Real-Time Fraud Detection & Investigation Hub

Current Agent

Feature Engineer Agent

Here

Feature Engineer Agent

Problem Statement

Core Logic

System Navigation

Portal

Digital Worker

Current Agent

Global Headquarters

Global Capability Center