In the red dirt of Abilene, Texas, more than 6,000 workers travel around on electric buggies, spending day and night constructing a massive data center that will feed the world’s growing artificial intelligence needs. When completed this year, the eight sprawling buildings — which OpenAI will use — will consume 1.2 gigawatts of power, or enough electricity for nearly one million American households.

As the global AI race heats up, there is a huge rush to build data centers fast. There’s no lack of money chasing these projects, with tech giants Alphabet, Amazon, Meta and Microsoft committed to spending more than $650 billion this year alone. Yet neither ambition nor capital is enough to materialize all the necessary components for these power-hungry computers.

Almost half of the U.S. data centers planned for this year are expected to be delayed or canceled. One big reason is the shortage of electrical equipment, such as transformers, switchgear and batteries. They are needed not just for powering AI, but also for building out the grid that is seeing increased consumption from electric cars and heat pumps. U.S. manufacturing capacity for these devices cannot keep up with demand, and the scarcity has caused data center builders to rely on imports.