Real-Time Fraud Detection for a Digital Bank

Northbridge was catching fraud after the fact, through overnight batch reports that arrived long after money had already moved. We built a real-time scoring pipeline that evaluates every transaction in milliseconds, using a model trained on their own transaction history.

The system now flags high-risk transactions for step-up authentication before they complete, instead of after the loss has already occurred.