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SAP Announces Acquisition of Prior Labs with €1 Billion Investment Plan

SAP plans to acquire German AI startup Prior Labs for an undisclosed amount and invest €1 billion over four years to build an AI lab focused on structured data. The deal, pending regulatory approval, includes an upfront cash payment exceeding half a billion dollars to the founders. Prior Labs specializes in tabular foundation models used in enterprise databases.

Techcrunch
1 source·May 6, 6:00 AM(3 hrs ago)·2m read
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SAP Announces Acquisition of Prior Labs with €1 Billion Investment PlanPlanet Labs inc. / Wikimedia (CC BY-SA 4.0)
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SAP announced on Monday its intention to acquire Prior Labs, a German AI startup focused on tabular foundation models, for an undisclosed amount. 16 billion, into Prior Labs over the next four years to develop it into an AI lab centered on structured data, such as tables and databases that underpin business operations. The acquisition remains pending regulatory approval.

Sources told Pathfounders that the deal is almost entirely in cash, with well over half a billion dollars paid upfront to Prior Labs' founders. Frank Hutter, Noah Hollmann, and Sauraj Gambhir co-founded the company 18 months ago in Freiburg, Germany. Prior Labs' TabPFN model series has been downloaded over three million times, according to a blog post by the founders.

SAP's software products for accounting, human resources, procurement, and expense management depend heavily on its database, making structured data AI a strategic fit. " Under the deal, Prior Labs will operate as an independent unit, and its open source models will be maintained, as outlined in SAP's press release.

3 million in a pre-seed funding round in February 2025, led by Balderton Capital—more than competitor Neuralk-AI's funding but far less than Fundamental's $255 million Series A that same month.

" @techcrunch reported that SAP's stock has dropped in 2026 amid challenges in the software-as-a-service sector. ” The company has previously invested in AI firms, backing Anthropic, Aleph Alpha, and Cohere in 2023; Aleph Alpha and Cohere now plan to merge into a global AI powerhouse. SAP has also developed its own technology, including the relational pretrained transformer model SAP-RPT-1.

In a defensive move against unauthorized AI integrations, SAP has blocked OpenClaw and other unapproved agent technologies, as first reported by The Information. SAP's API policy prohibits AI agents from accessing its products through the API unless they use SAP-endorsed architectures. SAP's Joule Agents, currently in beta, allows customers to build their own agents within approved frameworks.

Nvidia announced in March that SAP’s Joule supports Nvidia’s Agent Toolkit, software for managing agents that forms the basis of NemoClaw, an enterprise-ready and security-focused alternative to OpenClaw. SAP customers are authorized to use NemoClaw agents.

This approach contrasts with Salesforce, which permits enterprises to select their own agents, including OpenClaw, via its Headless 360 architecture.

OpenAI's COO admitted in February that "we have not yet really seen AI penetrate enterprise business processes," highlighting the challenges SAP aims to address through this acquisition. The reporting on this story comes from Anna Heim, a freelance reporter at TechCrunch since 2021 whose work as of May 2025 focuses on Europe’s startup ecosystem.

TechCrunch Disrupt 2026, set for October 13-15 in San Francisco, California, will gather over 10,000 founders, investors, and tech leaders for more than 250 sessions; registration with a plus-one at half cost is available before May 8.

Key Facts

SAP to invest €1 billion in Prior Labs over four years
Investment aims to grow it into an AI lab for structured data, pending regulatory approval.
Deal includes over half a billion dollars upfront in cash
Sources described it as an almost all-cash transaction for founders Frank Hutter, Noah Hollmann, and Sauraj Gambhir.
Prior Labs focuses on tabular foundation models (TFMs)
Its TabPFN series downloaded over three million times; open source models to be maintained post-acquisition.
SAP blocks unauthorized AI agents like OpenClaw
API policy limits access to SAP-endorsed architectures; Joule Agents in beta for customer use.
SAP's stock dropped significantly in 2026
Company responds with AI investments amid enterprise adoption challenges noted by OpenAI COO.

Story Timeline

6 events
  1. Monday (recent, 2026)

    SAP announced intention to acquire Prior Labs.

    1 source@techcrunch
  2. February 2026

    OpenAI COO admitted limited AI penetration in enterprise processes.

    1 sourceOpenAI COO via @techcrunch
  3. March 2026

    Nvidia announced SAP’s Joule supports Nvidia’s Agent Toolkit.

    1 sourceNvidia via @techcrunch
  4. January 2026

    SAP CFO Dominik Asam discussed AI integration in CNBC interview.

    1 sourceSAP CFO via @techcrunch
  5. February 2025

    Prior Labs raised $9.3 million in pre-seed funding led by Balderton Capital.

    1 source@techcrunch
  6. 2023

    SAP backed Anthropic, Aleph Alpha, and Cohere.

    1 sourceSAP via @techcrunch

Potential Impact

  1. 01

    Deal provides significant exit for Prior Labs founders, boosting German venture outcomes.

  2. 02

    Prior Labs operates independently with SAP funding, accelerating TFM development for enterprise databases.

  3. 03

    Investment supports open-source maintenance, potentially increasing developer adoption of TabPFN models.

  4. 04

    SAP strengthens structured data AI capabilities, integrating with products like Joule and Business Data Cloud.

  5. 05

    SAP's restrictions on agents like OpenClaw may limit third-party integrations compared to competitors like Salesforce.

Transparency Panel

Sources cross-referenced1
Confidence score75%
Synthesized bySubstrate AI
Word count462 words
PublishedMay 6, 2026, 6:00 AM
Bias signals removed2 across 2 outlets
Signal Breakdown
Loaded 1Speculative 1

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