OpenAI forms $4 billion enterprise unit to turn AI capability into business results

OpenAI is moving deeper into enterprise services with the launch of the OpenAI Deployment Company, a majority-owned unit designed to bridge the gap between frontier AI models and real-world business operations.

Backed by more than $4 billion from a coalition of private equity firms, banks, and consultancies, the unit will place engineers inside client organizations to redesign workflows around AI.

To staff up immediately, OpenAI agreed to acquire Tomoro, an applied AI consultancy with roughly 150 engineers who have already done this kind of work for clients like Tesco, Virgin Atlantic, and Supercell. The deal, pending regulatory approval, gives the Deployment Company a functioning workforce on day one rather than a hiring plan and a prayer.

More than one million businesses worldwide are actively using OpenAI’s products and APIs, OpenAI revealed in November 2025, through both ChatGPT for Work and its developer platform.

According to Deloitte’s 2026 “State of AI in the Enterprise” report, however, meaningful transformation remains limited. Only 30-34% of companies have redesigned processes or operations around AI, 84% have not redesigned roles, and returns on investment continue to lag behind adoption rates.

What the engineers will actually do

The engineers it plans to embed, called Forward Deployed Engineers (or FDEs, borrowing a concept that Palantir popularized years ago), won’t just consult and leave a slide deck behind.

They’ll sit with front-line teams, identify where AI can genuinely move the needle, build production systems connected to the organization’s actual data and processes, and then stick around to make sure it all holds together under real-world pressure.

Who’s paying for it

The investment consortium is unusually broad. TPG leads the group, with Advent, Bain Capital, and Brookfield as co-lead founding partners. Goldman Sachs, SoftBank Corp., Warburg Pincus, and B Capital are among the founding partners. Bain & Company, Capgemini, and McKinsey & Company round out the investor base.

That’s 19 firms in total, and their collective portfolio spans more than 2,000 enterprises globally.

The business logic

OpenAI’s annual revenue surpassed $20 billion by the end of 2025, roughly tripling the $6 billion it pulled in during 2024. The global enterprise AI market is projected to grow from about $21 billion in 2025 to north of $560 billion by 2034, a compound annual growth rate above 44%.

“AI is becoming capable of doing increasingly meaningful work inside organizations,” said Denise Dresser, OpenAI’s Chief Revenue Officer. “DeployCo is designed to help organizations bridge that gap and turn AI capability into real operational impact.”

                    **Disclosure:** This article was edited by Vivian Nguyen. For more information on how we create and review content, see our Editorial Policy.