AWS recently announced Amazon S3 Annotations, a feature that lets teams attach rich, searchable context such as summaries, classifications, compliance data, or AI-generated insights directly to S3 objects. Annotations can be updated independently of the object and queried across datasets, reducing the need for separate metadata systems. Written in JSON, XML, or YAML, annotations provide AI agents and analytics tools with the context they need to find and use objects in S3.