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Automated Data Replication From AWS S3 To Microsoft Azure Storage Made Easy. We can build a data pipeline to copy data periodically from S3 to Azure Storage using AWS Data Wrangler, Amazon S3 Inventory, Amazon. S3 Batch Operations, Athena, Fargate, and AzCopy. We use CDK to build our infrastructure on AWS. We create a source bucket to receive files from external providers or on-premise and set up daily inventory reports that provide a flat-file list of your objects and metadata.