Labs build their own consultancies
Anthropic and three Wall Street firms put about $1.5B into a new company whose product is its own engineers, sent inside client operations to build Claude into the work.
On May 4, Anthropic and a wall Street consortium — Blackstone, Goldman Sachs, and the buyout firm Hellman & Friedman — committed roughly $1.5B to stand up a separate company. Its product is not a model. It is people: Anthropic engineers placed inside a client's operations to build and run Claude deployments, the embedded-consultant model Palantir made famous, now spun out as a capital-backed joint venture.
Thoma Bravo passed, with investors noting they "already have direct access to OpenAI and Anthropic without committing capital."
The pitch rests on one ratio the labs keep citing: for every dollar a company spends on software, it spends about six on the services to make that software work. Selling API access captures the first dollar. A consulting arm goes after the other six — the multitrillion-dollar implementation layer that McKinsey, Accenture, and Deloitte own today. The backers double as a customer list: their own private-equity portfolio companies become the first accounts.
What's new is the shape of the move, not the technology. Two frontier labs have decided the bottleneck on enterprise AI is not the model but the scarce engineers who can install it, and they are buying that capacity with outside capital rather than hiring it. OpenAI announced its own version — a roughly $10B 'Deployment Company' anchored by TPG — the same day, the public surfacing of a months-long race to sign Wall Street into AI services firms.
The most telling detail is the part the press releases skip. To win backers, OpenAI reportedly promised a 17.5% guaranteed annual return; Anthropic's deal offered no such floor. And Thoma Bravo, one of the largest software-focused buyout firms and exactly the kind of sophisticated buyer these ventures court, declined — with some investors noting they already have direct access to both labs without putting up capital. Two labs spent months courting Wall Street into AI consulting; some of the savviest money in the room asked what the vehicle adds beyond a capital structure.
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