Fintech Company

Challenge

Rule-based engines struggled with new fraud patterns, manual review lagged, and both false-positive and miss rates were high.

Solution

Introduced ML risk-scoring models for real-time evaluation and an automated decision flow that blocks high-risk transactions within milliseconds.

Results