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Why R&D Data Belongs in the Lakehouse - and Why Agents Need It There

Databricks Blog · Jul 21, 2026 · Engineering Insights

Cellcentric moves R&D data into a lakehouse to enable AI agents to access it

Cellcentric, a Daimler Truck and Volvo Group joint venture, is adopting Databricks lakehouse architecture to centralize R&D data for AI agent access. The piece is a vendor case study arguing that agentic workflows require structured, centralized data platforms rather than siloed R&D repositories. This is a practitioner-level engineering pattern relevant to enterprise AI adoption but not a major industry signal.

lakehouse agents R&D data Databricks automotive enterprise AI

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