A Billion Euros for a Spreadsheet Brain
SAP just dropped over a billion dollars on an 18-month-old startup called Prior Labs, betting that tabular foundation models (TFMs) are the real future of enterprise AI, not the flashy chatbots everyone else is chasing. This is a massive admission that large language models alone don’t cut it when your business runs on databases and spreadsheets. Prior Labs’ TabPFN models have been downloaded millions of times because they actually understand structured data, the kind that accounts for how companies track inventory, payroll, and procurement. By acquiring the startup and pledging EUR 1 billion to turn it into an independent AI lab, SAP is trying to leapfrog the research curve rather than build its own TFM from scratch. The founders reportedly walked away with well over half a billion dollars in cash, making this one of Germany’s biggest venture exits. But the question is whether SAP can keep the lab’s research velocity alive while saddling it with the weight of a decades-old enterprise software giant.
The Walled Garden of Approved Agents
SAP’s strategy for agentic AI reveals a company terrified of losing control. While Salesforce embraces an open ecosystem with its Headless 360 architecture that lets customers choose their own agents, including OpenClaw, SAP has locked down its API to only permit SAP endorsed architectures. Translation: you can use NemoClaw, but only because Nvidia and SAP cut a deal. Any other agent? Blocked. This is classic incumbent behavior using security as a smokescreen for anticompetitive lock in. SAP’s own agent product, Joule Agents, is still in beta, yet the company already claims the authority to decide which AI agents get to touch enterprise data. The hypocrisy is glaring for a company that just spent over a billion dollars on a startup that built its reputation on open source models. Prior Labs’ founders promise the models will stay open, but if SAP controls the API pipeline that connects those models to actual enterprise workflows, the openness becomes theoretical. This is a power play, not a principle.
The SaaSpocalypse Defense Strategy
SAP is clearly running scared. Its stock has been dragged down by the SaaSpocalypse, the market correction punishing legacy enterprise software players that failed to modernize. The acquisition of Prior Labs and the simultaneous API lockdown are two sides of the same defensive coin. On one side, SAP buys a shiny AI lab to convince investors it has a future. On the other, it builds walls around its ecosystem to keep competitors out. Nvidia’s endorsement of NemoClaw through SAP’s Joule platform is the only crack in the wall, but that is more about Nvidia’s GPU dominance extending into enterprise agent orchestration than any genuine commitment to openness. SAP CFO Dominik Asam hinted at the real calculus: maintaining relative economies of scale. In plain English, SAP is trying to own the AI layer that runs on top of its database empire before someone else does. The bet on Prior Labs is smart, but the agentic AI lockdown is a transparent attempt to keep the enterprise data goldmine for itself.
Source: Techcrunch
