Is Enterprise AI Adoption Too Hard Alone?

Anthropic announced on May 4, 2026 the formation of a new enterprise AI services firm alongside three of the world's largest asset managers, Blackstone, Hellman & Friedman, and Goldman Sachs. This also includes a $1.5 billion commitment from the founding partners.

The firm, which has not yet been named, is backed by a broader consortium including General Atlantic, Leonard Green, Apollo Global Management, GIC, and Sequoia Capital.

The venture is designed to address a specific bottleneck in enterprise AI adoption. The expertise required to deploy frontier AI inside real business operations, understanding workflows, building custom systems, and maintaining them as the underlying model improves, is scarce even among sophisticated organizations.

The new firm will embed engineers directly inside mid-sized companies to do exactly that work, with Anthropic engineering and partnership resources operating as part of its team from day one, according to the press release.

"Enterprise demand for Claude is significantly outpacing any single delivery model," said Krishna Rao, Chief Financial Officer of Anthropic. "This new firm brings additional operating capability to the ecosystem and capital from leading alternative asset managers."

Why the Middle Market

According to the press release, the firm's initial customer base will be drawn from the portfolio companies of the founding investment firms, a network that spans hundreds of companies across healthcare, manufacturing, financial services, retail, real estate, and infrastructure.

Goldman Sachs manages approximately $3.7 trillion in assets under supervision globally. Blackstone manages over $1.3 trillion.

The combined reach of the consortium gives the new firm an immediate pipeline of mid-market deployments to prove out the model before expanding to independent companies.

Marc Nachmann, Global Head of Asset and Wealth Management at Goldman Sachs, told CNBC that the rationale is operational, not just financial. "Having the model alone doesn't change your workflows or how you operate," he said. "You need people who can combine the technology with what's actually happening in the business and implement those changes."

Goldman and its partners expect to use their own portfolio companies as an initial proving ground before targeting other mid-sized companies.

Jon Gray, President and Chief Operating Officer of Blackstone, described the ambition in terms of scale. "We intend to build a scaled, world-class company to deploy Anthropic's incredible technology across a range of businesses in our portfolio and beyond," he said. "We believe it can help break down one of the most significant bottlenecks to enterprise AI adoption by expanding the number of highly skilled implementation partners."

What Makes This Different From a Consulting Firm

According to the press release, the firm is not structured as a traditional consulting engagement. Claude's capabilities change on a monthly or even weekly basis, a pace of improvement that creates a different engineering challenge than conventional software deployment.

Systems built on Claude need to evolve as the model underneath them improves. Because the firm's engineers work in close coordination with Anthropic's research and product teams, the implementations they deliver are designed to do that from day one rather than requiring separate upgrade cycles.

"This is a rare convergence: massive market need, the unmatched AI technical capability of Anthropic, and a consortium of investors with the reach to scale fast," he said. "The near-term value to our portfolio companies is substantial, and we are excited by the long-term potential to build the definitive enterprise AI services platform,” said Patrick Healy, CEO of Hellman & Friedman.

The new firm will also become a member of Anthropic's Claude Partner Network, which includes Accenture, Deloitte, and PwC among its systems integration partners.