Client Success Stories
Business Impact73%Reduction in fraud losses (₹2.34 Cr saved in Year 1)91%Fewer false-positive alerts (down from 89% to 8%)50msAverage fraud scoring latency (was 3-8 seconds)50K+Transactions scored per second at peak18 moFull ROI payback period
Private Sector Bank •Replacing Rule-Based Fraud Detection with Real-Time MLA
The ChallengeThe bank's fraud prevention team operated a 12-year-old rule engine with 240+ static rules manually curated by analysts. As digital transaction volumes tripled post-COVID, the system collapsed under load — scoring delays of 3-8 seconds were killing the mobile banking UX. Worse, adaptive fraudsters learned to circumvent the static rules within days of each update, causing recurring losses across credit card skimming, UPI reversal fraud, and identity-spoofed account takeovers.