Thrive Holdings Raises $2B at $12B Valuation

There’s an alternative to selling AI: buying the companies that will use it. Acquire traditional businesses — accounting firms, IT services shops — then rewire their workflows with AI. Call it the AI rollup. Thrive Holdings is its most aggressive practitioner, often described as a private equity firm for the AI era.

Thrive Holdings announced on Wednesday that it has raised more than $2 billion at a $12 billion valuation, bringing total capital raised since inception past $3 billion. SoftBank, D1 Capital Partners, and Altimeter Capital took part. It marks the first time outside investors have committed capital to the firm, which previously raised $1 billion from existing institutional backers of Thrive Capital, the venture firm led by Josh Kushner.

The results show up in numbers. More than 70 businesses now sit on Thrive Holdings’ platforms, with live AI products already serving tens of thousands of customers. Current, its accounting arm, spans 50-plus firms and over 2,000 professionals; Shield, its IT arm, has around 20 companies. Current’s self-improving TaxAI agents processed more than 7,000 tax returns at 98% accuracy, cutting tax prep times at participating firms by over 30%, while Shield’s AI products sped up help-desk resolution 36x.

Part of the raise funds a third platform: the technical and regulatory work required to get essential infrastructure approved, built, certified, and kept in long-term operation — across data centers, manufacturing, healthcare, power, water, and transportation. “The U.S. needs to build and modernize more critical infrastructure, but projects are often constrained by local, technical, and regulatory complexity,” said founding member Anuj Mehndiratta. Fellow founding member Kareem Zaki said AI won’t replace field work or professional sign-off but can compress manual workflows — research, reporting, permit preparation, inspection documentation, compliance tracking — “keeping safety standards high” while building faster and at lower cost.

The ‘circular deal’ question with OpenAI

The central issue around Thrive Holdings is its relationship with OpenAI. The firm is a spinout of Thrive Capital, one of OpenAI’s largest investors — and in December 2025, OpenAI took an ownership stake in Thrive Holdings. The deal has OpenAI sending its own engineering, research, and product staff into Thrive’s portfolio companies to accelerate AI adoption. OpenAI is compensated for that work, and as those companies grow, so does the value of its stake.

Bloomberg and TechCrunch flagged it at the time as another entry on OpenAI’s list of circular deals: OpenAI invests in an affiliate of a firm that invests in OpenAI, and those companies adopt OpenAI’s technology, lifting both revenue and equity value. Alongside arrangements such as OpenAI’s investment in CoreWeave — which in turn supplies OpenAI’s compute — it has become a fixture of the AI bubble debate. Thrive Holdings disputes the characterization, saying the partnership meets clear, unmet demand and that several portfolio companies had sought AI tools before it was struck.

Frontier labs are piling into AI implementation

Notably, this hands-on implementation model has become a business in its own right. OpenAI launched The Deployment Company with backers including TPG, Brookfield, and Bain Capital, while Anthropic launched Ode with Anthropic with Blackstone, Goldman Sachs, and Hellman & Friedman — both embedding elite engineering teams inside enterprises. Selling model access, both labs concluded, isn’t enough; the implementation layer is worth owning.

Add Jeff Bezos’s push to raise a $100 billion fund to modernize manufacturing with AI, and capital flowing into “buy the old business, install the AI” keeps thickening. Two questions remain: whether productivity gains actually justify acquisition prices and valuations, and whether a structure in which frontier labs hold equity in their own customers can scale without conflicts of interest.