AI & Machine Learning

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.

The Solution

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

The Results

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

Client

Vantage Payments

Technologies

PythonPyTorchAWS SageMaker
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