AI data centers are buying old jet engines and used turbines to generate electricity off-grid as power grid delays worsen.
Tech firms running massive AI data centers are buying up used gas turbines and retired jet engines to power their supercomputers.
On November 9, 2026, reports revealed that an explosive global surge in power demand has forced computer developers to hunt for second-hand equipment.
Because public power grids are severely overloaded and new commercial turbines take up to six years to arrive, companies are pulling old aircraft engines out of desert graveyards and turning them into natural gas power generators.
The desperate hunt for used machinery comes as artificial intelligence systems consume unprecedented amounts of electricity.
Industry analysts estimate that data centers in the United States alone need tens of gigawatts of power to keep thousands of AI chips running day and night.
Connecting huge computer facilities directly to local power grids often requires waiting several years for official approvals, forcing tech firms to build their own independent power plants on site so they can turn on their servers without delay.
Engineering companies are now retrofitting decommissioned airplane engines to run on natural gas, allowing operators to generate tens of megawatts of instant electricity.
Equipment brokers report that every available second-hand turbine on the market is being bought up quickly by technology firms.
Pointing out how desperate developers have become to find fast energy solutions, aftermarket equipment executive Darayus Pardivala noted that “every few weeks we get a request to say, ‘Can you find a used gas turbine to put into a data centre?'”
Industry leaders emphasize that finding fast electricity has become the single biggest challenge for the entire technology sector.
See Also: SoftBank Prepares for Potential AI Market Correction in the United States
While traditional data centers used to wait patiently for regional utility companies to bring power lines to their facilities, developers are now completely obsessed with getting energy as fast as possible.
Highlighting this major shift in corporate priority, AI infrastructure chief executive Bill Kleyman explained that “data center developers are obsessed with ‘speed to power’. It’s like, ‘How fast can you get me energy?'”
However, environmental groups and safety experts are raising concerns about the widespread use of old jet engines for daily power generation.
Because older aircraft turbines were built for flying planes rather than running continuously on the ground, they burn through fuel less efficiently and produce higher levels of toxic air pollution than modern power stations.
Despite these rising pollution worries and higher operating costs, tech developers say they will keep using converted jet engines as bridge power until local electrical grids can catch up.
About the Author
Jennifer Sakmufuwo Baba is a tech analyst, senior staff, and writer covering artificial intelligence, cybersecurity , and emerging technologies at TechRegard. Based in Nigeria, she's passionate about translating complex tech developments into compelling, accessible stories for diverse audiences. Her work focuses on how technology shapes innovation across Africa and globally.
