Real-Time Fraud Detection for Instant Payment Networks

Problem Statement

The explosion of FedNow, RTP, and PIX instant payments has created new fraud vectors that traditional batch processing systems can't catch. Banks need sub-100ms fraud scoring before payment settlement, but current ML models are too slow or generate false positives. Fraudsters exploit the irrevocable nature of instant payments, and chargebacks aren't an option like with card networks.