How a German AI Startup Hit a $1 Billion Exit to SAP in Just 18 Months

Jan de Vries · 2026-07-17

In a move that’s sending ripples through the enterprise AI world, Berlin-based Prior Labs just announced its acquisition by SAP. The deal comes with over $1.1 billion in investment (converted from €1 billion) to fuel infrastructure, hiring, and long-term research. And here’s the kicker: the company was only founded in 2024. ### The Backstory: From Research Project to Billion-Dollar Exit Eighteen months ago, Prior Labs was just a research project. Today, it’s an AI lab with the resources to tackle problems that were previously out of reach. The co-founder and CEO, Frank Hutter, put it simply: "Taking tabular foundation models to the next level requires better data environments, deployment surfaces, and long-term research investment, and SAP is uniquely positioned to provide all of these." Prior Labs will keep its own brand, leadership, and research agenda. It’ll continue publishing its work and making its models openly available—all with SAP’s backing. This all follows their $9.8 million pre-Seed round (converted from €9 million) in 2025. ### What Are Tabular Foundation Models? You’ve probably heard of large language models (LLMs) like ChatGPT. But Prior Labs focuses on something different: tabular foundation models (TFMs). These are AI models built specifically for structured data—the kind of data that runs businesses. - Instead of training a separate model for every dataset, Prior Labs’ TabPFN uses a single pre-trained model. - It can handle tasks like predicting payment delays, customer churn, supplier risk, and demand forecasting. - The technology is already being used by Hitachi to prevent train failures and by TD to improve financial forecasting. It’s also been applied in hundreds of research projects, from pancreatic cancer diagnosis to wildfire prediction to next-generation battery materials. ### Why SAP Is Betting Big on Prior Labs SAP’s CTO, Philipp Herzig, made it clear why they went all in: "Early on, SAP recognised that the greatest untapped opportunity in enterprise AI wasn’t large language models; it was AI built for the structured data that runs the world’s businesses." SAP’s investment isn’t just about Prior Labs. It’s part of a larger push into European AI infrastructure. According to EU-Startups’ 2026 coverage, there’s been about $2.1 billion in comparable deals, including Nscale’s $1.8 billion AI-compute round and Verda’s $108 million financing. Other investments went into Conduct, OpsMill, and Modern Relay. ### What This Means for European Startups Germany has produced several similar companies, like SPREAD, Cognee, and Qorelo in Berlin, plus Blockbrain in Stuttgart and Interloom in Munich. But Prior Labs’ exit is a standout. - It shows that European startups can build world-class AI and attract major corporate buyers. - The deal gives Prior Labs access to enterprise data environments and long-term investment. - That opens the door to more ambitious research in enterprise AI, scientific discovery, causality, relational data, and even "moonshots" in medical data and material sciences. ### The Bottom Line This acquisition is a testament to what happens when a small, focused team tackles a big problem. Prior Labs didn’t try to compete with LLMs. They saw an opportunity in structured data and ran with it. Now, with SAP’s resources, they’re positioned to lead a category that’s just getting started. For U.S. readers watching the European tech scene, this is a signal that the continent is serious about AI—and that the next big thing might not come from Silicon Valley.