AI startup Anthropic has reportedly entered into a $3.4 billion agreement to secure gas-fired power generators and associated engineering capabilities from OnePWR Solutions to support its expanding data centre infrastructure. The move comes as the company experiences strong demand for its Claude family of AI models.

Artificial intelligence startup Anthropic has reportedly agreed to a $3.4 billion deal to secure gas-fired power generators for its data centres, according to a report by the Financial Times.

Under the agreement, which was finalized in late September, the AI company secured commitments for 1.7 gigawatts of heavy-duty generators from OnePWR Solutions, a San Antonio, Texas-based equipment supplier.

Sources familiar with the matter noted that Anthropic did not acquire OnePWR itself, and none of the supplier's employees were transferred as part of the arrangement. However, the transaction includes the necessary engineering and construction capabilities required to install the power generators.

Both Anthropic and OnePWR Solutions did not respond to requests for comment regarding the transaction.

The agreement underscores the growing energy demands of large-scale artificial intelligence operations. Strong market demand for Anthropic's Claude family of AI models has driven the company to actively secure additional computing and power capacity.

Previously, in September, reports indicated that Anthropic anticipates spending more than $500 billion over the coming decade to build out necessary artificial intelligence infrastructure.

"As the artificial intelligence sector scales rapidly, securing reliable power infrastructure has become a critical operational challenge for leading startups. Anthropic's multi-billion-dollar commitment to secure gas-fired generators highlights how hardware and energy constraints are directly shaping long-term business strategies in the tech ecosystem. Founders and investors must increasingly factor heavy infrastructure and energy supply chains into their operational planning as AI computational demands continue to rise." — Dr. Shishir Gupta, Founder & CEO, StartupLanes

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