NPCI's FRM system uses machine learning and AI to analyze UPI, IMPS, and other online product transactions in real or near real time, triggering alerts for suspicious activity. Member banks use its web portal to monitor flagged events, investigate fraud, and report outcomes. Fraud trends guide ecosystem-wide protective measures.
