SAP closes €1bn-plus deal for German AI lab Prior Labs

SAP has completed its acquisition of Prior Labs after securing regulatory approvals. The German software giant will invest more than €1bn in the Freiburg-based lab over the next four years.

While the broader AI industry has focused on models that generate text and images, Prior Labs builds foundation models for tables. Its TabPFN model, featured in Nature, processes the rows and columns of structured data that actually underpin business operations.

The acquisition is a strategic fit for SAP, whose core business relies entirely on the structured enterprise data sitting in corporate systems. By integrating Prior Labs, SAP addresses a persistent gap in enterprise AI where companies have struggled to handle spreadsheets and databases despite pouring money into chatbots.

The practical applications for this technology are already broad, spanning financial risk assessment, loan approvals, railway maintenance, and cancer diagnostics. For investors and corporate clients, the deal signals that the most commercially viable AI may not be tools that write emails, but those that predict loan defaults or equipment failures.

Beyond corporate strategy, the deal carries significant weight for European technology policy. A European software giant has acquired a European frontier lab and opted to keep it open, independent, and based in Freiburg.

This is precisely the commercial outcome that EU policymakers have struggled to engineer. The continent has a thin record of keeping marquee AI names at home, with most folding into larger foreign entities. Prior Labs will retain its brand, its open-source models, and an advisory board featuring Meta's Yann LeCun.

SAP's wager validates tabular AI as a distinct and serious market category. Microsoft, Google, and AWS are all expanding into structured-data models, but SAP has now acquired one of the most credible independent players. This push is part of a wider transformation that includes building an autonomous enterprise using more than 200 AI agents, which the company funded by freezing hiring and travel budgets.