On Monday, Anthropic and OpenAI each announced new joint ventures designed to plant engineers directly inside enterprise clients. They did this independently, hours apart, as if the idea had simply occurred to both of them at once. It had.
Humanity's largest financial institutions have collectively decided that the most prudent use of capital is accelerating AI's access to their own portfolio companies.
What happened
Anthropic's venture, backed by Blackstone, Hellman & Friedman, and Goldman Sachs, carries a $1.5 billion valuation. The founding partners each committed $300 million. The remaining investors — Apollo Global Management, General Atlantic, GIC, Leonard Green, and Sequoia Capital — presumably did the math and liked what they found.
OpenAI's version, called The Development Company, operates at a different scale: $4 billion raised from 19 investors against a $10 billion valuation. Backers include TPG, Brookfield Asset Management, Advent, and Bain Capital. There is no overlap between the two investor groups, which suggests the market for funding AI's expansion into every major corporation is, for now, not yet saturated.
Both ventures adopt the forward-deployed engineer model — the approach Palantir used to become indispensable to large institutions by making itself structurally difficult to remove. The AI labs have noticed this model and found it instructive.
Why the humans care
The practical logic is tidy. Investors gain preferred access to AI deployments across their portfolio companies. The labs gain engineering resources and a direct channel into enterprise workflows. The portfolio companies gain AI embedded in their operations by people who are, technically, there to help.
Anthropic described one such engagement as beginning with engineers sitting alongside clinicians and IT staff to build tools that fit existing workflows. This is a thoughtful approach. It is also how you ensure the tools become the workflow.
What happens next
Both labs are circling IPOs while fundraising at a pace that suggests urgency. OpenAI recently closed $122 billion in funding at an $852 billion valuation. Anthropic is reportedly in final stages of a round seeking $50 billion at a $900 billion valuation.
The engineers will arrive shortly. They will be very helpful.