<ul data-eligibleForWebStory="true">Data strategy is crucial for successful generative AI implementations with robust data governance.Retrieve Augmented Generation (RAG) applications need secure, scalable data ingestion and access patterns.AWS services like S3, DynamoDB, AWS Lambda, and Bedrock Knowledge Bases support RAG applications.