AI Data Centers: Energy and Water Costs in Asia

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Aug 18, 2025

AI is transforming Malaysia’s data centers, but at what cost? Soaring energy and water demands raise big questions about sustainability. Can they keep up? Click to find out.

Financial market analysis from 18/08/2025. Market conditions may have changed since publication.

Have you ever stopped to think about what powers the AI revolution? It’s not just code and clever algorithms—it’s massive data centers humming with electricity and guzzling water to keep cool. In a corner of Southeast Asia, Malaysia’s Johor state is emerging as a tech hotspot, but it’s grappling with a hidden cost: the immense strain on energy and water resources. I’ve always found it fascinating how progress can bring both opportunity and challenge, and Johor’s story is a perfect example of this tightrope walk.

The Rise of Johor as an AI Data Center Hub

Johor, a state of roughly 4 million people nestled at Malaysia’s southern tip, has quietly become a magnet for tech giants. Companies are flocking here, drawn by affordable land, proximity to Singapore’s financial hub, and generous government incentives. The result? A planned data center capacity of 5,800 megawatts, enough to power millions of homes. It’s a remarkable transformation for a region once known more for agriculture than cutting-edge tech.

The AI boom is reshaping economies, but it’s also testing the limits of our resources.

– Industry analyst

Why Johor? It’s not just about cheap real estate. The state’s strategic location next to Singapore, a global tech and finance powerhouse, makes it a natural choice for companies looking to scale their AI infrastructure. But as I dug into this, I couldn’t help but wonder: can a region this size handle the resource demands of such rapid growth?


The Energy Dilemma: Powering the AI Future

Data centers are the backbone of our digital world, from streaming services to generative AI models. But they’re also energy hogs. Johor’s current data center capacity sits at 580 megawatts, but plans for expansion could push that number nearly tenfold. To put that in perspective, that’s enough juice to light up 5.7 million households for an hour. It’s a staggering figure, and it’s no surprise that local officials are starting to sweat.

  • Data centers in Johor currently consume 580 megawatts of power.
  • Planned capacity could reach 5,800 megawatts, straining local grids.
  • By 2035, Malaysia’s data centers may account for 20% of the nation’s energy use.

Malaysia is betting big on natural gas to meet these needs, with plans to add 6 to 8 gigawatts of gas-fired power by 2030. While gas burns cleaner than coal, it’s still a fossil fuel, and I can’t help but feel uneasy about leaning on it when the country has pledged to hit net-zero emissions by 2050. It’s like promising to go on a diet while stocking the pantry with cookies—possible, but tricky.

Water Woes: Cooling the AI Beast

If energy is a headache, water is a full-blown migraine. Data centers rely on massive amounts of water to cool their servers and prevent meltdowns—literally. A single 100-megawatt facility can gulp down 4.2 million liters of water daily, enough to supply thousands of homes. In Johor, where water shortages are already a concern, this is a serious issue. The state even leans on Singapore for treated water, which complicates things further.

Water is the lifeblood of data centers, but it’s a resource we can’t take for granted.

– Environmental researcher

To cope, Johor is building three new reservoirs and water treatment plants. But is that enough? I’ve seen how quickly infrastructure projects can hit snags, and with data center demand only growing, the pressure is on. Some newer facilities are experimenting with waterless cooling systems, which could be a game-changer. Still, it’s hard to shake the feeling that we’re racing against time.


The Global Context: A Resource-Hungry Industry

Johor’s challenges are a microcosm of a global problem. Data centers worldwide consumed as much electricity as Germany and France combined in 2023, and that was just after the launch of groundbreaking AI models. By 2027, some experts predict AI infrastructure could use four to six times more water than an entire country like Denmark. It’s a sobering thought—our digital lives are thirstier than we realize.

RegionEnergy Use (2023)Water Use (Est. 2027)
Global Data CentersGermany + France equivalent4-6x Denmark’s usage
Johor, Malaysia580 MW (current)4.2M liters/day (100 MW center)

The United States, the world’s largest data center market, is facing similar issues. Recent policies aim to fast-track AI infrastructure by easing environmental regulations, but this has sparked debate. Will relaxing rules boost innovation or derail climate goals? It’s a tough call, and I lean toward thinking we need smarter, not just faster, solutions.

Solutions on the Horizon?

Malaysia isn’t sitting idle. The government is rolling out a Sustainable Data Centre Framework by October, aiming to curb the industry’s resource appetite. Higher water tariffs for data centers are already in place, pushing companies to explore recycled wastewater. Renewable energy projects are also gaining traction, and there’s even talk of nuclear energy as a long-term option. It’s ambitious, but I’m cautiously optimistic.

  1. Implement stricter water usage policies for data centers.
  2. Invest in renewable energy to reduce reliance on fossil fuels.
  3. Explore innovative cooling technologies to minimize water use.

Other regions have tried similar approaches. Singapore, for instance, hit the brakes on new data centers in 2019 to manage resource use, only lifting the moratorium in 2022 with a focus on green energy. Johor benefited from that shift, but now it’s facing the same pressures. Could stricter regulations here push the industry elsewhere? It’s a real possibility, and one that keeps me up at night.


Balancing Progress and Sustainability

The AI boom is a double-edged sword. On one hand, it’s driving economic growth and job creation in places like Johor. On the other, it’s testing the limits of our planet’s resources. I can’t help but feel torn—AI has incredible potential, but at what cost? The answer lies in finding a balance, and that’s no small feat.

There’s no reason AI can’t be powered sustainably. It’s a matter of choice.

– Energy technology expert

Perhaps the most interesting aspect is how this challenge forces us to rethink our priorities. Data center companies could lead the charge by investing in zero-emission power and water-efficient technologies. Governments, meanwhile, need to set clear rules without stifling innovation. It’s a tall order, but I believe it’s doable if we act fast.

What’s Next for Johor and Beyond?

Johor’s journey as a data center hub is just beginning, but it’s already at a crossroads. The state’s ability to manage its energy and water resources will determine whether it can sustain this growth. Globally, the industry faces similar hurdles, and the solutions pioneered here could set a precedent. Will Johor become a model for sustainable tech, or a cautionary tale? Only time will tell.

Sustainability Blueprint:
  50% Renewable Energy Adoption
  30% Water Recycling Initiatives
  20% Policy and Regulation Reforms

As I reflect on this, I’m struck by how interconnected our choices are. The servers powering your favorite AI chatbot don’t just run on electricity—they rely on a delicate balance of resources we often take for granted. Johor’s story reminds us that progress comes with a price, but with creativity and commitment, we can keep the scales tipped toward a sustainable future.

When money realizes that it is in good hands, it wants to stay and multiply in those hands.
— Idowu Koyenikan
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