On May 5, 2026, SAP announced its intention to acquire German startup Prior Labs and pledged to invest €1 billion (approximately $1.16 billion) over four years to build a European AI lab focused on tabular data. At the same time, the company blocked unauthorized AI agents — including OpenClaw — from accessing its systems, permitting only NVIDIA's NemoClaw architecture.
Key takeaways
- SAP acquires Prior Labs (Freiburg, Germany) for an undisclosed amount — according to Pathfounders, founders received over $500M in upfront cash
- Planned investment: €1 billion over 4 years to scale the AI lab
- Prior Labs specializes in tabular foundation models (TFMs) — AI models for prediction from table and database data
- SAP blocks OpenClaw and other unauthorized AI agents from its APIs
- Only authorized external agents: Joule Agents (SAP) and NemoClaw (NVIDIA)
Back to structured data
Prior Labs was founded just 18 months ago by Frank Hutter, Noah Hollmann, and Sauraj Gambhir. The startup specializes in tabular foundation models (TFMs) — AI models trained to infer and predict from data stored in tables and relational databases. This is the backbone of enterprise software: SAP's accounting, HR, procurement, and expense management systems all generate and consume exactly this type of data.
In February 2025, Prior Labs raised €9.3 million in a pre-seed round led by Balderton Capital. Its flagship product, the TabPFN model series, gained wide traction among developers — open-source versions have been downloaded more than 3 million times.
The acquisition is a decisive shortcut toward SAP's own AI capabilities. The German giant has been building competence in this space for years — in 2023 it invested in Anthropic, Aleph Alpha, and Cohere. It also developed SAP-RPT-1, a relational pretrained transformer model for enterprise data. But organic development takes time, and competition is not waiting.
€1 billion and research independence
SAP's press release includes several notable commitments. Prior Labs will operate as an "independent unit" to maintain research velocity, while benefiting from SAP infrastructure: AI Core, Business Data Cloud, and the Joule agentic layer. SAP also promised to maintain the open-source versions of the models.
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.
Philipp Herzig, CTO, SAP
Prior Labs co-founder and CEO Frank Hutter wrote on X: "This is a massive boost that can make Prior Labs a globally-leading frontier AI lab for structured data — in Europe, in the open."
NemoClaw yes, OpenClaw no
Alongside the acquisition news, it was revealed that SAP has implemented a restrictive API policy: the latest policy document states that SAP "prohibits" AI agents from accessing its products via API unless they use "SAP-endorsed architectures." This effectively blocks OpenClaw and any agent not explicitly authorized by SAP.
The authorized alternative is NemoClaw from NVIDIA. In March 2026, NVIDIA announced that SAP's Joule agentic platform supports NVIDIA Agent Toolkit, the foundation of NemoClaw — enterprise-grade agent software with security credentials suited to corporate environments and a direct competitor to OpenClaw.
SAP's approach contrasts sharply with Salesforce's strategy. Salesforce's new Headless 360 architecture lets enterprise customers choose their own AI agents, including OpenClaw, representing an open-ecosystem stance in the same market.
European dimension
The acquisition fits into a broader competition for dominance in enterprise AI. The fact that Prior Labs originates from Germany and will continue to be developed in Europe as an open research lab is significant — European AI and data regulations, including GDPR, impose different constraints on local players than on US or Asian competitors.
Balderton Capital, the pre-seed investor, called Prior Labs' exit "one of Germany's biggest-ever venture outcomes." SAP stock edged slightly upward following the announcement.
Why it matters
SAP's bet on Prior Labs signals a shift in enterprise AI priorities. While large language models have dominated the narrative for years, enterprises operate primarily on tabular data — spreadsheets, SQL databases, ERP systems. No major player has committed to TFMs with this level of conviction until now.
Simultaneously, SAP is defining who gets access to its ecosystem. Blocking OpenClaw is not just a technical decision — it is a strategic declaration: SAP controls which AI tools reach millions of corporate deployments. NVIDIA, through NemoClaw's integration with Joule, secures a privileged position in that ecosystem.
For the European market, the transaction carries additional weight. Building a frontier AI lab in Europe, in an open-source model with a European decision center, is a response to growing concerns about AI development being concentrated in the US and China. If SAP delivers on its independence commitments, Prior Labs may become a real alternative to the Anglo-Saxon lab monopoly — at least in the structured data niche.
What's next?
- Acquisition completion is subject to regulatory approval — SAP expects clearance in 2026
- NVIDIA's NemoClaw is set to reach production deployments within the SAP Joule ecosystem in 2026
- Prior Labs has committed to continuing open-source releases of TabPFN models post-acquisition
Sources
- TechCrunch — SAP bets $1.16B on 18-month-old German AI lab and says yes to NemoClaw
- SAP Newsroom — SAP to Acquire Prior Labs, Establish Frontier AI Lab Europe
- NVIDIA News — NVIDIA Announces NemoClaw
- Prior Labs Blog — Prior Labs: Next Chapter
