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Data Centers Turn to Retired Jet Engines to Bypass Power Queues

Operators like xAI and OpenAI are deploying converted jet turbines to bypass multi-year delays for grid connections at new AI facilities.

Tom Alvarez · Nov 4, 2026 · 3 min read

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Key highlights · 3 min read

  • Data centers are increasingly deploying refurbished jet engines to generate electricity as the demand for AI compute far outpaces traditional utility grid infrastructure.
  • According to TechCrunch, the primary motivation for this shift is speed.
  • The Scale Report understands that high-profile operators have already begun utilizing t…
Data Centers Turn to Retired Jet Engines to Bypass Power QueuesThe Scale Report
Image: AI News & Artificial Intelligence | TechCrunch

Data centers are increasingly deploying refurbished jet engines to generate electricity as the demand for AI compute far outpaces traditional utility grid infrastructure. Companies facing years of waiting for standard grid connections are retrofitting decommissioned aircraft turbines to burn natural gas as a rapid, interim power solution.

Rapid Deployment of Onsite Power

According to TechCrunch, the primary motivation for this shift is speed. Audun Martinsen, an analyst at Rystad Energy, noted that these jet-powered units allow operators to bring data centers online in as little as 24 months. This stands in stark contrast to the standard timeline, which the International Energy Agency suggests can take up to seven years for major grid connections in regions like Northern Virginia.

The Scale Report understands that high-profile operators have already begun utilizing this hardware. Elon Musk's xAI firm has installed eight converted ProEnergy turbines at its Colossus 2 site in Mississippi. Similarly, OpenAI has adopted gas turbines for its Stargate facility in Abilene, Texas, a site managed by the infrastructure developer Crusoe.

Long Term Operational Realities

While effective for immediate capacity needs, these power setups come with significant drawbacks. Experts warn that repurposed jet engines are less efficient and produce higher emission levels than turbines engineered specifically for power generation. The current reliance on these engines reflects a broader trend where companies seek energy autonomy, a strategy currently encouraged by the Trump administration.

This trend highlights the growing friction between AI infrastructure requirements and the slow pace of utility modernization. As grid bottlenecks continue to jeopardize major projects, the industry is forced to choose between stalled development or adopting stop-gap hardware that carries long-term environmental and operational costs.

xAIOpenAICrusoeProEnergyRystad EnergyInternational Energy Agency

Reporting based on coverage from AI News & Artificial Intelligence | TechCrunch.

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