OpenAI-backed Thrive Holdings raises $2B at $12B valuation

👁 114 reads

Thrive Holdings, the OpenAI-backed firm that acquires traditional businesses and installs AI into their operations, raised $2 billion at a $12 billion valuation on Wednesday, drawing capital from SoftBank, D1 Capital Partners, and Altimeter Capital.

The New York-based company operates as a private-equity-style vehicle, purchasing firms in fragmented, operationally complex industries - accounting and IT so far - then embedding AI into their day-to-day workflows. It is a spinout of Thrive Capital, one of OpenAI’s major investors; in December 2025, OpenAI itself took an ownership stake in Thrive Holdings and began sending employees to work alongside its portfolio companies.

That hands-on deployment model has produced numbers the firm is willing to publish. Current, its accounting arm covering more than 50 firms and more than 2,000 professionals, says its TaxAI agents processed more than 7,000 tax returns at 98% accuracy and cut preparation times by over 30%. Shield, its IT arm of around 20 companies, reports help-desk resolution times improved by 36x, and the number of custom AI agents deployed on the platform doubled in a single month.

The new capital will fund a third platform aimed at regulatory services for the built environment - the permitting, certification, inspection, and compliance work that physical infrastructure projects require. Founding member Anuj Mehndiratta pointed to data centers, manufacturing, healthcare, power, water, and transportation as target sectors. Fellow founding member Kareem Zaki said in a statement that AI could “compress [regulatory bottlenecks], keep the safety standards high, but also be able to do it with less of a burden to the actual building of that.”

Thrive’s approach mirrors moves by OpenAI and Anthropic, both of which have partnered with large private equity firms - The Deployment Company and Ode with Anthropic, respectively - to embed engineers inside enterprises. Thrive Holdings now has more than 70 businesses on its platforms.

Practitioner takeaway: For developers and small-business owners watching enterprise AI adoption, Thrive’s model shows where AI deployment money is actually going - not into generic SaaS, but into specialist rollouts inside specific industries such as tax, IT support, and infrastructure permitting. The measurable outputs (30% faster tax prep, 36x faster help-desk resolution) suggest that narrow, workflow-specific AI agents are delivering returns that attract billion-dollar backing, which means demand for that kind of targeted implementation work - and the engineers who can do it - is likely to grow.

// read moreGeneral Intuition in Talks to Raise at $6B ValuationMagazineEtched raises $700M at $21B valuation - doubling in a monthMagazineOpenAI buys back $7B in employee shares at $852B valuationMagazine

Kinetyra