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May 5, 2026 • Anna Heim

SAP bets $1.16B on German AI lab and blocks OpenClaw

SAP bets $1.16B on German AI lab and blocks OpenClaw SAP bets $1.16B on German AI lab and blocks OpenClaw SAP bets $1.16B on German AI lab and blocks OpenClaw

SAP bets $1.16B on 18-month-old German AI lab and says yes to NemoClaw

Overview

SAP has announced its intention to acquire German AI startup Prior Labs and invest €1 billion (~$1.16 billion) over four years to grow it into an AI lab focused on structured data. The acquisition represents a major defensive and offensive move as SAP faces the "SaaSpocalypse" and the rise of agentic AI.

Key Takeaways

The Prior Labs Acquisition

  • Prior Labs was founded just 18 months ago by Frank Hutter, Noah Hollmann, and Sauraj Gambhir
  • Focused on Tabular Foundation Models (TFMs) — AI models that make predictions from data in tables and databases
  • Its open-source TabPFN model series has been downloaded over 3 million times
  • SAP will invest €1 billion over four years to transform it into a frontier AI lab
  • The acquisition is reportedly "almost all cash" with over half a billion dollars upfront for founders
  • Prior Labs had previously raised $9.3 million in pre-seed funding led by Balderton Capital in February 2025

Why This Matters for SAP

  • SAP's software products (accounting, HR, procurement) rely heavily on structured database information
  • TFMs are potentially a better fit for enterprises than language models
  • SAP is playing defense as the industry moves toward agentic AI
  • The company's stock has dropped significantly in 2026 due to the "SaaSpocalypse"
  • Prior Labs will operate as an independent unit while integrating with SAP AI Core, SAP Business Data Cloud, and Joule (SAP's agent layer)

The Agent Gatekeeping Strategy

SAP is blocking unauthorized AI agents from accessing its products through its API:

  • Only "SAP-endorsed architectures" are allowed
  • Explicitly blocked: OpenClaw and other unauthorized agents
  • Explicitly authorized:
    • SAP's own Joule Agents (still in beta)
    • Nvidia's NemoClaw (enterprise-ready, security-focused OpenClaw competitor)
    • NemoClaw is built on Nvidia's Agent Toolkit, which SAP Joule supports

Strategic Context

  • SAP previously invested in Anthropic, Cohere, and Aleph Alpha (2023)
  • Developed SAP-RPT-1, a relational pretrained transformer model
  • Contrast with Salesforce's approach: Salesforce allows customers to choose their own agents, including OpenClaw, with its new Headless 360 architecture
  • SAP CFO Dominik Asam emphasized the need to "embark on these technologies in our R&D portfolio to keep the relative economies of scale advantage"

The Vision

Goal: Create TFMs that can:

  • Grab data from tables where it lives
  • Combine that with language, reasoning, and domain knowledge
  • Establish a "globally-leading frontier AI lab for structured data — in Europe, in the open"

Industry Implications

  • Represents one of Germany's biggest venture outcomes
  • Demonstrates enterprise software giants taking control of their AI destiny
  • Highlights the divergence in approaches: SAP's walled garden vs. Salesforce's open ecosystem
  • Signals that structured data AI is becoming a critical battleground for enterprise AI