Anthropic announces $50 billion AI spend, two U.S. data centers
Anthropic announced Wednesday that it plans to spend $50 billion building out U.S. AI infrastructure, starting with private data centers in Texas and New York.
The facilities, which will be designed to support the company’s rapid corporate growth and long-term research agenda, will be developed in partnership with Fluidstack.
Fluidstack is an AI cloud platform that provides large-scale graphics processing unit (GPU) clusters to clients such as Meta, Mid-JourneyAnd mistral.
Other sites are expected to follow, with the first locations coming into service in 2026. The project is expected to create 800 permanent jobs and more than 2,000 construction roles.
The investment positions Anthropic as a major domestic player in physical AI infrastructure at a time when policymakers are increasingly focused on U.S.-based computing capacity and technological dominance.
“We are approaching artificial intelligence that can accelerate scientific discovery and help solve complex problems in ways not possible before. Realizing this potential requires an infrastructure that can support continuous development at the frontier,” said CEO Dario Amodei. “These sites will help us create more capable AI systems that can achieve these breakthroughs while creating jobs in America.”
The move comes as Anthropic rival OpenAI moves forward with its own aggressive build. ChatGPT maker has secured more than $1.4 trillion in long-term infrastructure commitments through deals Nvidia, broadcom, Seerand including major cloud providers Microsoft, Googleand lastly, Amazon.
The size of this spending has raised questions about whether the United States has the power capacity and industrial backbone to deliver on such promises and whether the AI industry is drifting into bubble territory.
Anthropic serves more than 300,000 businesses, with most of its revenue coming from enterprise customers.
The number of large accounts generating more than $100,000 annually has increased nearly sevenfold in the past year. Internal estimates obtained by The Wall Street Journal showed that Anthropic expects to reach breakeven by 2028, well ahead of OpenAI, which forecast a $74 billion operating loss that same year.
To support this drive, Anthropic has leveraged Fluidstack to build custom facilities optimized for AI workloads, touting the firm’s speed and ability to deliver gigawatts of power on short timelines.
In parallel, Amazon opened a dedicated data center campus for Anthropic on 1,200 acres in Indiana.
While the $11 billion facility is already operational, many competitors are still promising data centers of the future. Anthropic also expanded its computing deal with Google by tens of billions of dollars.
The move also comes as the federal government’s role in funding AI infrastructure has become a flashpoint.
OpenAI asked the Trump administration last week to expand its key CHIPS Act tax credit to AI data centers and grid components like transformers, according to a letter obtained by Bloomberg.
The request follows a backlash to OpenAI’s comments from CFO Sarah Friar, who floated the idea of a government “backstop” for computing deals.
Although the company has since withdrawn its proposal for a federal guarantee, the incident underscored the political and financial uncertainty over how and by whom America’s AI infrastructure will be funded.
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