Lakehouse as Context Store Databricks announced a new AI-native data lakehouse architecture designed to handle 1000x more queries by unifying warehouse-grade performance, storage economics, live federation, and agent-ready context into a single platform. The AI-Native Data Lakehouse A lakehouse built for 1000x more questions, simplifying fragmented data stacks with one foundation for warehouse-grade performance, storage economics, live federation, and agent-ready context.