AWS Launches Self-Learning Knowledge Graph Service to Power Enterprise AI Agents

Executive Briefing

• Announces AWS Context, a knowledge graph that automatically infers data relationships and improves through agent usage without manual re-curation.
• Layers three products — AWS Context, S3 Annotations, and Glue Data Catalog skill assets — into a unified context intelligence stack.
• Integrates with existing IAM and Lake Formation permissions, making agent data access auditable with no data movement required.
• Competes directly with Snowflake Horizon Context, Microsoft Fabric IQ, Redis, and Pinecone in a rapidly crowding context layer market.
• Analysts flag performance with transactional data as the key concern to watch as adoption scales.