OpenAI has launched the OpenAI Deployment Company, a majority-owned subsidiary designed to embed specialized engineers directly inside enterprises working on complex, high-stakes AI projects. The entity enters with more than $4 billion in initial investment and a $10 billion valuation, backed by 19 firms including TPG, Goldman Sachs, SoftBank, Capgemini, and McKinsey & Company.
The model is borrowed from Palantir's playbook: Forward deployed engineers, or FDEs, parachute into client organizations and live inside the complexity-legacy infrastructure, compliance constraints, convoluted permissions-rather than shipping software and leaving the implementation headache to someone else.
To staff the new entity from day one, OpenAI has agreed to acquire Tomoro, a U.K.-based applied AI consulting firm with deployments at Tesco, Virgin Atlantic, and Supercell, where its engineers built an in-game support agent serving 110 million users in 12 weeks. The acquisition brings roughly 150 engineers and deployment specialists.
Days before OpenAI's announcement, Anthropic revealed its own enterprise deployment venture-a $1.5 billion entity backed by Blackstone, Hellman & Friedman, and Goldman Sachs-with essentially the same premise: embed engineers inside companies, redesign workflows around AI agents, build durable systems.
The enterprise AI race is no longer primarily about benchmarks or model releases. It is about who owns the implementation layer, the deeply human work of getting AI into production inside organizations that weren't built for it. Enterprise already accounts for more than 40% of OpenAI's revenue, with the company reporting $25 billion in annualized revenue as of February, and enterprise on pace to reach parity with consumer revenue by end of 2026.
OpenAI's API share has dropped from around 50% in 2023 to roughly 25% by mid-2025, as Anthropic and Google made inroads. The Deployment Company is a structural response: building an implementation moat around its frontier models.