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Implement a data mesh pattern in Amazon SageMaker Catalog without changing applications

calendar_today February 23, 2026 person Paolo Romagnoli domain amazon-lake-formation

In this post, we walk through simulating a scenario based on data producer and data consumer that exists before Amazon SageMaker Catalog adoption. We use a sample dataset to simulate existing data and an existing application using an AWS Lambda function, then implement a data mesh pattern using Amazon SageMaker Catalog while keeping your current data repositories and consumer applications unchanged.

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