FinTechAI & MLData & Cloud
Real-time Fraud Intelligence for a Digital Payments Platform
An ML fraud-scoring engine that evaluates every transaction in under 80ms, cutting fraud losses without hurting approval rates.
- 63%
- reduction in fraud losses
- <80ms
- P99 scoring latency
- 41%
- fewer false positives
The challenge
A fast-growing payments provider was losing revenue to sophisticated fraud patterns that rule-based systems missed, while false positives frustrated legitimate customers.
Our solution
We built a real-time scoring service combining gradient-boosted models with behavioural features, deployed behind a low-latency API with a human-review queue for borderline cases and full audit logging for compliance.
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