Prior Labs GmbH

Founded in 2024 and based in Freiburg im Breisgau, Germany, PriorLabs GmbH is a technology company developing foundation models for understanding spreadsheets and databases. In May 2026, SAP SE agreed to acquire Prior Labs GmbH from Atlantic Labs, Balderton Capital, Galion. exe, and XTX Ventures. Prior Labs specializes in the development of TabPFN, a tabular foundation model designed to enhance the capabilities of data science teams engaged in spreadsheet and database analyses.

TabPFN excels in classification, regression, and imputation tasks, significantly outperforming traditional methods with training speeds thousands of times faster. The model also addresses time-series forecasting, demonstrating superior performance in industry benchmarks, and is capable of generating synthetic data and fine-tuning for specific datasets. The target audience for TabPFN includes data science professionals across various sectors, such as finance, trading, pharmaceuticals, health, and agriculture. Geographically, TabPFN services a global market, catering to teams in regions with a high demand for advanced analytics, including North America, Europe, and Asia-Pacific.

Prior Labs operates on a business-to-business (B2B) model, providing its flagship product, TabPFN, primarily through subscription-based plans tailored for enterprises and small-to-medium enterprises (SMEs). Clients access different tiers of service, including early access to enhanced versions of the model, such as TabPFN v2. 5, offering advanced performance and support. The structure of these transactions involves clients subscribing to the model, gaining access to features such as fine-tuning on proprietary data and dedicated support services.

 The May 2026 acquisition enables SAP SE to accelerate its capabilities in tabular foundation models and establish a leading artificial intelligence research lab focused on structured business data.