Today, we’re launching self-learning context enrichment (preview) and a reimagined Knowledge Studio experience (preview) in Knowledge Catalog , Google Cloud’s context engine for agents. Building on Knowledge Catalog’s existing Gemini-powered enrichment, self-learning enrichment analyzes agent and user interactions to find gaps and keep your business context accurate and current. Knowledge Studio is the new command center for context engineers and data stewards to explore their data estate conversationally, navigate a visual context graph, and review proposed changes to the context graph before