Anthropic is making an unusually large bet on private power infrastructure as the race to build AI data centers collides with a severe shortage of electricity equipment. The Claude developer has agreed to spend roughly $3.4 billion on commitments for 1.7 gigawatts of gas-fired generators, a deal that could help it avoid waiting years for new grid connections and turbine production slots. The generator agreement was reached in late September and includes the engineering and construction work required to install the equipment.
According to Reuters’ account, Anthropic is taking over existing commitments held by OnePWR Solutions, a San Antonio-based equipment supplier, rather than purchasing the company itself. OnePWR placed the orders with Caterpillar approximately two years ago but needed additional financing to complete the transaction. Anthropic had initially been considering buying power from the supplier; taking control of the orders instead gives it a direct path to the equipment and the installation capacity attached to it.
The timing is central to the deal. Data-center developers are competing for the same heavy-duty turbines, generators, transformers, and construction crews, while manufacturers cannot expand production quickly enough to satisfy demand. Industry estimates cited in recent coverage put worldwide turbine orders above 100GW, compared with annual manufacturing capacity of roughly 60GW to 70GW. In the United States, a newly ordered gas turbine can take about six years to arrive, with some prospective deliveries stretching into 2030 or 2031. Data Center Dynamics reports that Anthropic’s equipment could become available within the next two years.
Anthropic’s move reflects a broader shift among AI companies from simply leasing data-center capacity to securing the energy systems behind it. Elon Musk’s xAI has pursued a similar strategy near its Colossus facility in Mississippi, where environmental groups say the company installed gas turbines to provide an on-site power plant. The Southern Environmental Law Center says Mississippi approved a permit covering 41 methane-fired turbines at a Southaven site, while separate litigation has challenged xAI’s handling of permits and air pollution.
Gas generation can give AI operators power faster than a conventional utility connection, but it also shifts the fight onto emissions, noise, fuel supply, and local air quality. Anthropic’s purchase therefore solves one bottleneck without removing the political or environmental costs of a rapidly expanding computing footprint. It also signals how valuable existing industrial orders have become: in a market where a place in the manufacturing queue may be worth years of delay, taking over someone else’s reservation can be as important as buying the machines themselves.
