Every time an AI model answers a question, a building full of servers somewhere is drinking electricity and water to make it happen. A growing number of those buildings now sit in Malaysia, and the country is wrestling with a question the United States just tried to wave away: who pays for the power they need?
On 18 June, the US Federal Energy Regulatory Commission ordered six major grid operators to give data centers a fast lane to connect to the electricity grid, telling them to integrate large users in a "timely and orderly manner," as TechCrunch reported. The order did not add a single watt of new generation. American wholesale electricity prices are already up as much as 267% over five years, on Bloomberg figures cited in the same report, and demand from data centers is expected to nearly triple by 2035.
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Malaysia took the opposite turn
Malaysia spent the last two years becoming one of Southeast Asia's fastest growing data center markets, soaking up projects that spilled over from space-constrained Singapore. Property firm CBRE has called it the largest development pipeline in the region, and capacity has jumped from around 10 megawatts in 2021 to roughly 1.3 gigawatts by 2024.
But where Washington is pushing the door wider, Putrajaya has been quietly narrowing it. In February, Prime Minister Anwar Ibrahim told parliament that applications for data centers unrelated to AI or advanced technology had already been stopped, confirming an informal moratorium the industry says has shaped approvals since the middle of 2024. In Johor, where most of the country's AI facilities cluster, a state committee set up in 2024 rejected about 30% of applications for failing sustainability checks, according to Data Center Dynamics.
The bill Malaysians actually feel
The reason is the same one straining the American grid: power and water. Data centers reached about 3% of Malaysia's total electricity demand in the first nine months of 2025, three times the share a year earlier. Johor's facilities could draw 40% of the state's electricity by 2035 on one Wood Mackenzie estimate, and consultancy EY has put national data center demand at 5 to 6 gigawatts by 2035, close to a fifth of Peninsular Malaysia's current capacity.
Water is the harder limit. Johor has stopped approving the thirstiest Tier 1 and Tier 2 projects, and regulators estimate its facilities could eventually want far more water than can be sustainably supplied. Anwar warned openly that unchecked growth could push electricity tariffs higher for ordinary households, a live worry now that the regulated base tariff has climbed to 45.62 sen per kWh for the period running to the end of 2026.
Malaysia's answer has been to fast-track the projects it wants while making them carry the cost. State utility Tenaga Nasional runs a Green Lane that cuts the wait for high-voltage supply from up to four years to about 12 months, and the government has said developers, not the public grid, must pay for the infrastructure upgrades they trigger.
Hosting the boom, or owning it
The deeper question is what Malaysia gets back. The marquee investments, from a US$4.3 billion Nvidia and YTL project to commitments by Microsoft and ByteDance, are foreign owned, and analysts warn the country risks subsidising the compute needs of overseas giants without building much of its own. Malaysia has committed RM2 billion to a sovereign AI cloud meant to keep some AI training on local soil, a figure dwarfed by the inbound private money. Productnation looked at that affordability gap in Malaysia's AI ambitions, and at the secrecy around Johor's data center build-out, earlier this year.
The US has decided its grid will bend to fit the data centers. Malaysia is betting it can make the data centers bend to fit its grid, its water, and eventually its own AI industry. Whether that protects the rakyat or just delays the reckoning is the part nobody has answered yet.
Images courtesy of Winston Chen and Alexandru Boicu on Unsplash.