Context intelligence for your data and AI agents at scale
Machine Learning Blog
AWS announces context intelligence innovations that enable AI agents to access trusted data and business context at scale across organizations.
- AWS Context (coming soon) automatically maps data relationships into a knowledge graph for agentic search and governed access
- Knowledge graph learns from agent usage patterns and shares insights across the organization without manual re-curation
- All metadata published to Apache Iceberg format in S3 for portability and compatibility with open-source tools
- Identity-aware queries inherit IAM and Lake Formation permissions for governed, auditable access
- AWS Glue Data Catalog adds business context and semantic search with skill assets for domain-specific guidance
- Amazon S3 Annotations (GA) enables attaching up to 1 GB of queryable business context directly to S3 objects
These innovations provide AI agents with the context needed to make trusted decisions while maintaining security, governance, and portability across enterprise data ecosystems.
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