From Lab to Exit: How Prior Labs Snagged $1.15B from SAP in 18 Months

Jan de Vries · 2026-07-17

In a move that’s sending shockwaves through the European tech ecosystem, SAP just dropped over $1.15 billion to acquire Prior Labs, a Berlin-based frontier AI lab, just 18 months after it was founded. That’s not a typo. We’re talking about a company that went from a research project to a billion-dollar exit faster than most startups can even close their seed round. Let’s break down what happened, why it matters, and what it means for the future of enterprise AI. ### The Deal at a Glance Prior Labs, which specializes in tabular foundation models (TFMs), announced today that SAP has completed its acquisition. The deal is backed by more than $1.15 billion in investment from SAP, earmarked for infrastructure, hiring, and long-term frontier research. The best part? Prior Labs will continue to operate under its own brand, leadership, and research agenda. They’ll still publish their work and keep their models open. This all comes after a $10.2 million pre-Seed round in 2025. Yes, you read that right—pre-Seed. In just over a year, they went from a small team to a cornerstone of SAP’s enterprise AI strategy. ### Why Tabular Foundation Models Matter You’ve probably heard a lot about large language models (LLMs) like GPT or Claude. But Prior Labs is betting on something different: AI built for structured data. Think spreadsheets, databases, and the kind of information that runs the world’s businesses. Instead of requiring companies to train a separate model for every dataset, Prior Labs’ TabPFN uses a single pre-trained foundation model. It can handle tasks like predicting payment delays, customer churn, supplier risk, and demand forecasting—all from structured enterprise data. No custom training needed. This is a huge deal for companies like SAP, which sits on mountains of enterprise data. By combining Prior Labs’ frontier models with SAP’s customer reach, they’re aiming to dominate the TFM category globally. ### Real-World Impact Already Prior Labs isn’t just theoretical. Their technology is already in use: - Helping Hitachi prevent train failures - Improving financial forecasting for TD Bank - Applied in hundreds of research projects, from pancreatic cancer diagnosis to wildfire prediction to next-gen battery materials This isn’t a lab experiment. It’s production-grade AI that’s making a difference right now. ### What This Means for European Startups This deal is a massive signal for the European startup ecosystem. It shows that you don’t have to be in Silicon Valley to build a billion-dollar AI company. Germany alone has produced several comparable players, including SPREAD, Cognee, Qorelo, Blockbrain, and Interloom. And Prior Labs isn’t an isolated case. EU-Startups’ 2026 coverage shows approximately $2.2 billion across comparable companies, led by Nscale’s $1.94 billion AI-compute round and Verda’s $114 million financing. Including SAP’s commitment, the total activity referenced exceeds $3.35 billion. ### The Bigger Picture “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,” says Philipp Herzig, CTO of SAP. And Frank Hutter, co-founder and CEO of Prior Labs, puts it simply: “Eighteen months ago, Prior Labs was a research project. Today we’re beginning our next chapter as an AI lab with the resources to tackle problems we simply couldn’t before.” This acquisition gives Prior Labs the resources to pursue multi-year research programs that would have been out of reach for an 18-month-old company. We’re talking about moonshots in medical data, material sciences, causality, relational data, and agentic systems. The post Germany’s Prior Labs raises $1.15 billion and exits to SAP 18 months after being founded appeared first on EU-Startups.