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🟧AWS Machine Learning
July 24, 2026
Regulation & Policy

Build an explainable next-best-product recommendation system for banking on AWS

Overview

Learn the architecture and design decisions behind an explainable next-best-product recommendation system for banking, built with Amazon SageMaker AI and PyTorch. A multi-tower neural network with learned attention delivers accurate, per-customer recommendations while providing the explainability that banking regulators require.

Build an explainable next-best-product recommendation system for banking on AWS

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Originally published by AWS Machine Learning
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