Vantage Fraud Detection Engine

A real-time transaction risk-scoring model integrated into an existing payments pipeline.

The Challenge

Vantage's manual review process couldn't keep pace with transaction volume, leading to delayed fraud detection.

We trained and deployed a risk-scoring model integrated directly into their transaction pipeline, flagging high-risk transactions in under 200ms.

Fraud losses decreased by 34% in the first six months, with false-positive review volume down 18%.

Vantage Payments

PythonPyTorchAWS SageMaker

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