Prime Intellect has raised $130 million in a Series A at a $1 billion valuation, giving another layer of corporate power the tools to build its own AI agents while the rest of the world stays locked out of the machinery.
The startup, founded in 2024, sells computing power and specialized software tools that help companies build AI agents. Its backers include Radical Ventures, Nvidia Ventures, Intel Capital, Dell Technologies Capital, Iconiq, and angel investors who are founders of notable companies: Aravind Srinivas of Perplexity, Aaron Levie of Box, Winston Weinberg of Harvey, Jeff Wang of Cognition, and Brendan Foody of Mercor. The money flows upward. The control follows.
Who Gets the Tools
Prime Intellect says its goal is to give organizations the ability to train their own agentic systems without relying on frontier AI labs. That pitch sounds like independence, but the company also says the underlying infrastructure remains so complex that most companies lack the expertise to assemble it into a production-ready system. In other words, the gate stays up. The apparatus just gets a new brand.
The startup says it has built a full stack for AI agent development that includes compute access, a reinforcement learning framework and evaluation tools. Its platform functions like a marketplace, giving customers modular access so they can choose the tools they need without being locked into an all-or-nothing system. That modular setup is sold as freedom, but it still keeps the technical power concentrated in the hands of those who can pay for hosted access and navigate the stack.
David Katz, a partner at Radical Ventures, praised the setup in language that says plenty on its own. “They’ve stitched this together and built it in such a way that they’re operating at the frontier in a way that’s affordable,” he said. Katz added that while others offer bits and pieces, Prime Intellect is unique in providing the capabilities of a top-tier AI lab as a “one-stop shop” for development. The frontier, apparently, now comes with a price tag and a sales pitch.
Who Pays, Who Profits
The startup’s approach has already attracted customers including Ramp, Zapier and Flapping Airplanes, who pay for a hosted version of its tools. That adoption has pushed the company to an annualized revenue run rate of $100 million. Ramp used Prime Intellect to build an agent that helped the fintech find answers inside spreadsheets. Karim Atiyeh, Ramp’s co-founder and co-CEO, said in a statement, “The result beat the frontier models on accuracy while running at faster speeds and a fraction of the cost.”
That’s the language of efficiency, the kind that makes executives smile while workers are told the machine is simply getting smarter. The article makes clear that the customers are paying for hosted tools, not building anything from the ground up. The power remains packaged, rented, and controlled.
Katz said companies increasingly don’t want to provide proprietary information to OpenAI and Anthropic because of the risk of losing control over their data. He said they are also wary of depending on models that can be suddenly turned off, as happened with Anthropic’s Fable last month. “How do I know that I’m not working with a company that is going to try to replace me and generalize to what I’m doing,” Katz said. “All of these things are causing people to think, ‘How do I own my own enterprise intelligence and not have these risks’.”
That’s the real fear here. Not liberation. Control. Corporate actors don’t want their data swallowed by another corporate actor, and they don’t want their operations held hostage by someone else’s switch.
The New Gatekeepers
Vincent Weisser, Prime Intellect co-founder and CEO, said enterprises are looking to move away from closed source frontier models and that his company provides the infrastructure to make that transition possible. “It shouldn’t just be a few nerds in a glass tower in San Francisco that have the capability to train AI models,” he told TechCrunch. “It should be every enterprise, every nation state.”
That line says the quiet part out loud. The circle of power shouldn’t be a few people in one tower, Weisser says, but every enterprise and every nation state. The hierarchy doesn’t disappear. It multiplies.
Prime Intellect’s rise, just 2 years after it was founded, shows how quickly capital can build a new layer of technical control and call it access. The company says it wants to help organizations train their own systems. The facts show a different shape: investors, hosted tools, proprietary data concerns, and a market built around who gets to command the machines.