SAP cements European sovereignty over structured data with the acquisition of Prior Labs

SAP has completed its acquisition of Prior Labs, a Freiburg-based startup that has been operating for roughly eighteen months. While the definitive agreement was announced in May 2026, the actual closing shows a slight timing discrepancy across sources: Tech.eu points to 17 July, while the Futurum Group reports 22 July. Under the deal, Prior Labs will continue to operate as an independent research unit led by its founders — Frank Hutter, Noah Hollmann and Sauraj Gambhir — with the goal of being turned into a European 'frontier AI lab'. SAP has committed more than one billion euros over four years to the project, though the specific financial terms of the purchase remain confidential.

The German giant's interest lies not in large language models (LLMs) but in Tabular Foundation Models (TFMs), a field Prior Labs helped pioneer. Unlike LLMs, which struggle with numbers and tables, Prior Labs' models are optimized for structured enterprise data. The open-source TabPFN model has passed three million downloads, and version 2.6 tops the TabArena benchmark, matching the accuracy of an AutoML pipeline that would need four hours of compute — but delivering it almost instantly. This family of models earned the recognition of a scientific publication in Nature.

Philipp Herzig, SAP's CTO, spelled out the strategic direction: "Early on, SAP recognized 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." The startup boasts a top-tier scientific advisory board, including figures such as Yann LeCun and Bernhard Schölkopf, and will plug into the SAP ecosystem through AI Core, the Business Data Cloud and the agentic Joule layer.

Despite the size of the investment, some uncertainties remain. The purchase price was not disclosed, and analyst Keith Kirkpatrick has noted that the real impact on SAP products still has to prove itself in customer workflows. Frank Hutter, CEO of Prior Labs, expressed optimism about the integration: "Joining the SAP family gives us the resources, data environment and customer reach to take this category to its full potential." The move confirms a European trend of building technological sovereignty where the data, more than the words, is the critical asset.

While the world chases the hallucination of the next chatbot, SAP is buying the ability to do the math on the data that really matters. It's less spectacular, but infinitely more useful for running a business.

— Olya