SAP invests $1.16B in German AI startup Prior Labs to build Europe's largest AI lab for structured data
Tags AI · Enterprise · Infrastructure
SAP announced on May 10-11 that it is acquiring German AI startup Prior Labs and will invest €1 billion (~$1.16 billion) over four years to develop it into an AI research lab specializing in structured data — the tables and databases that underpin enterprise systems. Prior Labs was founded just 18 months ago and raised $9.3 million in a pre-seed round in February 2025. Its TabPFN model series for tabular foundation models has been downloaded over 3 million times. Sources told Pathfounders the deal is 'almost all cash' with over $500 million paid upfront to the three founders (Frank Hutter, Noah Hollmann, Sauraj Gambhir). Prior Labs will operate as an independent unit while integrating with SAP AI Core, SAP Business Data Cloud, and the Joule agentic layer. Balderton partner James Wise called it 'one of Germany's biggest ever venture outcomes.'
Technical significance
SAP's $1.16B investment is the largest private AI investment in European history and signals a strategic bet that the next frontier in enterprise AI is structured data, not text. The 18-month timeline from founding to billion-dollar outcome is unusually fast, reflecting the premium on foundational model capabilities for enterprise data. SAP's strategy of keeping Prior Labs independent while integrating with its product portfolio (AI Core, Business Data Cloud, Joule) could become a template for how enterprise software companies acquire and integrate AI capabilities.