Databricks' Lakehouse architecture is being used to integrate scattered R&D data from various source systems into a unified, AI-ready product, enabling industrial AI in industries like heavy-duty applications, where data from multiple sources needs to be combined for analysis. The Data Hub, built on Unity Catalog and Lakehouse Federation, provides a single UI for humans and an MCP server for agents, ensuring data governance and context. This setup accelerates complex R&D investigations from weeks to days, delivering cumulative value through reviewed business context. AI summary
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