Anthropic and Hg to launch European AI consultancy by 2026

A new European foothold

Anthropic is preparing to enter the European consultancy market by partnering with the London equity firm Hg. This collaboration marks the first time the AI lab is backing a standalone consultancy on the continent. The joint venture is expected to launch by the end of 2026.

The new company will operate out of hubs in London and Berlin to serve specific markets. It will focus on software companies that sell to other businesses and white-collar groups. This strategy allows Anthropic to establish a physical and professional presence in the European tech landscape.

The partnership follows a growing trend of AI labs creating dedicated deployment vehicles. Anthropic is following a model similar to its US-based firm, Ode, which launched earlier this year with $1.5 billion in planned investment. These entities are designed to bridge the gap between raw AI models and practical business applications.

How the consultancy works

The business model involves placing AI consultants and engineers directly inside client companies. These experts will lead the design of new AI products or provide technical support for projects that are already underway. By working on-site, the team can better understand the specific needs of the business they are serving.

The consultancy will also serve the companies already owned by Hg. This provides a built-in channel for the new firm to begin its work immediately. It ensures that the technology can be deployed across a variety of industries managed by the private equity firm.

This structure is becoming a template for the industry. Other major labs are pairing their models with private equity money and engineers on the ground. For example, OpenAI teamed with several firms to help clients build AI into their core operations earlier this year.

Competing with the Big Four

By sending its own engineers to work with clients, Anthropic is moving into territory traditionally held by major consulting firms. The new venture will compete for the same budgets used by companies like Accenture and the Big Four, including Deloitte, EY, KPMG, and PwC. These established firms currently earn significant fees for guiding companies through new technology transitions.

The move allows the AI lab to capture a larger share of the services market. Instead of just selling a tool, they are selling the expertise required to make that tool useful. This shift is particularly important as companies look for reliable ways to integrate AI into their daily workflows.

The timing of this expansion is notable as Anthropic seeks new revenue streams. The company is facing pressure to justify heavy spending on data centers and wants to secure support for a planned IPO. Investors are currently watching the company's revenue growth and overall valuation closely.

Financial stakes and timing

Anthropic's financial position is under scrutiny as it prepares for a potential November listing. Reports suggest that prospective investors are weighing a valuation near $1.5 trillion, which is lower than previous estimates of $2 trillion. A draft prospectus reportedly showed a net loss of $80.7 billion for the first half of 2026.

A significant portion of that loss was a non-cash accounting charge related to the estimated value of convertible bonds and other financing instruments. Despite these figures, the company is pushing forward with its expansion plans. The goal is to demonstrate a viable path to profitability and steady revenue growth.

Hg has its own motivations for the deal, as AI fears caused a software sell-off earlier this year. The private equity firm is trying to prove that the companies it bought over the last decade can be transformed into AI-driven businesses. They have already seen success in selling off portfolio companies for hundreds of millions of dollars.

What comes next for Europe

The launch of the London and Berlin hubs will signal a more aggressive push into the European market. While the specific details of the funding and ownership remain private, the move confirms Anthropic's commitment to the region. It will be important to see how many European firms choose these specialized engineers over traditional consultants.

The success of this venture will likely depend on how well the engineers can navigate the complexities of different European business environments. Because the firm will serve both new projects and existing portfolio companies, it has a wide variety of use cases to test. This could provide a blueprint for how other AI labs expand into international markets.

As the 2026 deadline approaches, the market will be watching for the first major contracts. These deals will show how much Anthropic is willing to fund deployment work while it seeks public backing. The outcome will determine if the 'lab-plus-consultancy' model is a sustainable way to scale AI adoption.