Ravi Lahoti joins as our AML consulting partner. Learn more
We are proud to welcome Ravi Lahoti, former Principal Officer & Head of AML, HDFC Bank, as our consulting partner for AML. Check out more
Compliance Catalyst Series · July 2026
Breaking the Alert Burden
When 95% of AML alerts are noise, real crime wins.
50%
fewer false alerts
65%
less reconciliation effort
50%
faster alert turnaround
India's UPI network now clears over 640 million transactions daily — and legacy rule-based AML engines were never built for this. Tier-1 banks are drowning in false positives, with some institutions flagging suspicious rates above 95%. The deeper crisis is structural: compliance analysts spend up to 85% of their time manually reconciling data across fragmented systems, leaving almost no bandwidth to investigate actual financial crime. The alert has become the bottleneck.
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