A streaming fraud-detection engine that flags anomalies in milliseconds across millions of transactions.
The incumbent rules engine cried wolf constantly — blocking real customers while missing novel fraud patterns.
A streaming pipeline that scores every transaction in real time against a model that learns continuously, with human-in-the-loop review for edge cases.
Sub-50ms decisions, a 97% cut in false positives, and millions of transactions scored a day without breaking a sweat.