Real-time Fraud Detection System
Payment Processing Company
The Challenge
Increasing fraud rates with legacy rule-based detection system. False positives were causing customer friction while actual fraud slipped through, resulting in significant financial losses.
Our Solution
Implemented ML-powered fraud detection with real-time transaction analysis using Kafka and TensorFlow. Built adaptive models that learn from new fraud patterns continuously.
Results & Impact
75% fraud reduction
<50ms latency
$2M annual savings
Technologies & Services
AI/ML
Real-time Processing
Security