📊 Full opportunity report: The Forward-Deploy Pivot: Why Anthropic and OpenAI Are Becoming Consulting Firms in the Same Week on ThorstenMeyerAI.com — validation score, market gap, and execution plan.

Anthropic and OpenAI have launched new enterprise service companies backed by major investment consortia, signaling a strategic shift toward embedding AI engineers into mid-sized companies to deliver outcomes and disrupt traditional consulting models.

On May 4, 2026, Anthropic announced the formation of a $1.5 billion AI-native enterprise services company, backed by major asset managers including Blackstone, Hellman & Friedman, Goldman Sachs, and others. The firm aims to embed Anthropic’s Applied AI engineers into mid-sized firms across sectors like healthcare, manufacturing, and finance, following a Palantir-like forward-deploy engineering model.

Two days later, on May 6, OpenAI revealed a similar initiative, ‘DeployCo,’ backed by TPG, Bain Capital, and others, with a $4 billion commitment and a valuation of around $10 billion, substantially larger than Anthropic’s initial valuation.

This coordinated timing suggests a strategic effort to position these companies as primary providers of AI-driven outcomes, targeting the mid-market segment traditionally underserved by Big 4 consulting firms. Both initiatives aim to capture a significant share of the estimated $1.4 trillion global IT services market, particularly the $6 in services for every $1 spent on software.

Industry observers note that these moves represent a structural attack on the consulting industry, shifting value from human consultants to AI-augmented engineering teams embedded directly in client operations. Anthropic’s existing relationships with major consulting firms continue, but the new ventures are owned directly by the AI companies, signaling a move toward vertical integration.

Disrupting the Consulting Industry with AI-Driven Outcomes

The formation of these enterprise service companies marks a fundamental shift in how AI firms are positioning themselves within the business landscape. By embedding AI engineers directly into client operations, Anthropic and OpenAI aim to capture more value from enterprise deployments and challenge the traditional consulting model, which relies heavily on human expertise. This transition could reshape the $1.4 trillion global IT services industry, especially in the mid-market segment, and influence the strategic moves of the Big 4 consulting firms.

Furthermore, these initiatives signal a broader trend of AI companies seeking direct ownership and control over enterprise deployment channels, bypassing traditional partners and creating new competitive dynamics. The moves also align with broader investor expectations for rapid growth and valuation expansion, with Anthropic potentially eyeing a public listing as early as late 2026.

Strategic Moves in AI Enterprise Deployment and Market Positioning

Since 2025, Anthropic has been rapidly expanding its AI-powered enterprise offerings, with a reported annual run rate of $9 billion, projected to exceed $30 billion by late March 2026. The company’s strategic focus has been on deploying Claude-based solutions across various sectors, leveraging its existing relationships with major consulting firms through the Claude Partner Network.

OpenAI’s deployment of ‘DeployCo’ follows a similar pattern, with a valuation significantly larger than Anthropic’s initial estimate, backed by a consortium of private equity firms and strategic investors. The timing of these announcements—just days apart—appears coordinated to position both firms as the leading providers of AI-enabled enterprise outcomes, competing directly with traditional consulting giants.

Industry analysts interpret these moves as part of a broader industry realignment, where AI-native companies are targeting the lucrative mid-market segment, which is too small for large firms to serve profitably and too complex for self-service software. This structural shift could redefine the value chain within enterprise technology services.

“The world’s next great company won’t sell software at all, but outcomes — legal services, financial analysis, insurance processing delivered by AI.”

— Julien Bek, Sequoia partner

Unclear Long-Term Impact and Regulatory Environment

It remains uncertain how these ventures will reshape the global consulting landscape long-term, including whether traditional firms will adapt or lose market share. Regulatory and ethical considerations around embedding AI into critical operations are still developing, and the actual adoption rates in mid-sized firms are not yet clear.

Next Steps in Deployment and Market Expansion

Both Anthropic and OpenAI are expected to accelerate deployment of their enterprise services, with potential expansion into larger sectors and international markets. Monitoring their partnerships, client adoption, and valuation developments—especially Anthropic’s potential IPO—will be key indicators of their impact on the industry landscape.

Key Questions

How do these new ventures differ from traditional consulting firms?

They embed AI engineers directly into client operations to deliver outcomes, rather than providing standalone advice or software. They aim to capture more value and control over deployment channels.

Will this move threaten the Big 4 consulting firms?

Potentially, especially in the mid-market segment, as AI-native firms target clients that are too small for traditional firms but too complex for self-service solutions.

What are the risks associated with AI-driven enterprise services?

Risks include regulatory scrutiny, ethical concerns, and the challenge of scaling AI solutions reliably across diverse industries.

When might Anthropic go public?

A board meeting in May is evaluating a potential IPO as early as October 2026, contingent on market conditions and valuation milestones.

Source: ThorstenMeyerAI.com