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The real-world costs of the cloud: fact and fiction

7 May 2026

AI and data centres are often blamed for rising energy and water use, but their overall impact is relatively small compared to sectors like agriculture. While concerns are valid, the issue is broader, and tech companies are taking steps to improve efficiency and reduce their environmental impact.


James Ayre, Fund Manager, Charities, Rathbones Asset Management
  1. Home
  2. Knowledge and Insight
  3. The real-world costs of the cloud: fact and fiction

Article last updated 25 June 2026.

The perception vs reality of data centre impact

AI dominates headlines – and with it, concerns about the energy and water demands of the data centres that power it. Yet while water stress and rising electricity demand are important issues that need addressing, zeroing in on AI companies is more than a little unfair, argues Rathbones Charity Growth & Income Fund Manager James Ayre – especially when you consider how much of our lives depends on cloud computing.

The rapid AI build-out is undeniably creating stress around power and water demand. But it’s often lost that data centres are nowhere near the largest user of either. US golf courses, for instance, use 30 times more water than US data centres. About one in seven Americans played golf at least once last year, according to the PGA. Yet virtually everyone uses data-centre-backed services daily. One is critical to our society’s standard of living, the other is a (much-loved) pastime for a few.

The same is true for global electricity consumption. As the chart below from the International Energy Agency’s Energy and AI report shows, the forecast increase in electricity demand from data centres to 2030 is dwarfed by, well, virtually everything else we use power for. AI itself accounts for only a fraction of data centre usage – roughly a fifth, by most estimates. 

 

Increase in electricity demand

 

Why concerns are growing locally

So why do data centres attract such disproportionate scrutiny? Geography and the sheer speed of its growth. Data centres must be close to users to reduce latency, and close to each other for efficiency. This creates large clusters, often near population centres, where the effects on local power grids and water supplies are acutely felt. A new data centre campus in your neighbourhood is hard to ignore; a nationwide increase in industrial electricity demand is not. 

The backlash is real. Data Center Watch estimates $162 billion of US data centre projects have been blocked or delayed since 2023, driven by community concerns over rising electricity bills, water consumption and quality of life. Acceptance is the first step.

 

Addressing the challenge and looking ahead

The AI hyperscalers – which make up 40-50% of the world’s data centres – are aware of this. Most have strategies in place to increase transparency, increase efficiency and mitigate their effects on communities. 

Microsoft’s Community-First AI Infrastructure plan, launched in January, pledges to prevent local electricity bill increases, improve water-use intensity by 40% by 2030, create local jobs, pay full property taxes without special breaks, and invest in community AI training. Google has pledged to replenish more water than it consumes at its data centre sites by 2030, backed by 165 projects across 97 watersheds.

It’s not perfect, but the direction of travel is encouraging. We’re continuing to engage with companies in the tech sector on their energy and water use. The aim is to make data centre expansion something communities can support, not resist.

The concerns about power and water use are the right ones – significant improvements are needed to conserve our planet’s most precious resource and power our future at reasonable cost. But focusing on one industry minimises the issue. The largest user of global freshwater is agriculture, accounting for roughly 70% of the total. That’s roughly 5,000 times more water than data centres. And the largest polluter? Agriculture again, because of nutrient runoff, chemical leaching and intensive land use. Yet few think of farming as the biggest threat to water quality and the largest driver of water stress.

Further charities insights

Microphone close up

5 mins

7 July 2026

Weekly Digest: The lived experience – and how this shapes investor mindsets

Markets drew lessons from lived experience and old scars that split investors into believers in the AI boom in one camp, and believers in the other.

Weekly Digest: The lived experience – and how this shapes investor mindsets
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1 min

6 July 2026

Rathbones Charity Expert Webinar Series: The Future of Giving and Philanthropy

Join Fiona Gillespie, Head of Charities Scotland for the next Rathbones Charity Expert Webinar Series: The Future of Giving and Philanthropy on Tuesday 13 October 2026.

Rathbones Charity Expert Webinar Series: The Future of Giving and Philanthropy
Football boots hanging by their laces

6 mins

30 June 2026

Quarterly Investment Update: Half-time report

The closure of the Strait of Hormuz kept inflation high in the first half of this year, but corporate earnings growth flowed freely.

Quarterly Investment Update: Half-time report
Image of space

6 mins

23 June 2026

Weekly Digest: We have lift-off!

Markets stayed steady despite heavy political and policy news, with investors weighing UK upheaval, a historic US IPO and a firmer Fed tone.

Weekly Digest: We have lift-off!
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