Amazon Web Services has announced a new zero-ETL integration between Amazon DynamoDB and Amazon SageMaker Lakehouse. This integration allows users to analyze their operational data stored in DynamoDB directly within SageMaker Lakehouse, without the need to build custom data pipelines. This saves time and effort, enabling organizations to more easily extract valuable insights from their operational data. With this integration, users can run analytics and machine learning workloads on DynamoDB data without impacting existing table capacity. It supports a wide range of use cases, including real-time data analytics, fraud detection, and customer experience personalization. The integration is now available in a number of AWS regions, including US East (N. Virginia, Ohio), US West (Oregon), Asia Pacific (Hong Kong, Singapore, Sydney, Tokyo), and Europe (Frankfurt, Ireland, Stockholm).