AWS has announced context-intelligence features for data and AI agents at scale. The company argues that agents need safe access to context scattered across data lakes, warehouses, databases, streams, and institutional knowledge.

That matters because enterprise agents cannot make trusted decisions from isolated prompts. They need governed access to the right data, permissions, and business context.

The announcement reflects a broader enterprise AI priority: making agents useful requires connecting them to operational knowledge without losing control of security and compliance.