Scotland’s AI datacentres: when green promises collide with local reality

When the future arrives without a plug

The village of Newarthill, 15 miles east of Glasgow, is learning what it means to be at the sharp end of Britain’s AI boom. Last January, the UK government hailed an £8.2bn datacentre complex—built by US firm CoreWeave and Scotland’s DataVita—as a landmark in green innovation. The project, part of the new “AI growth zones” policy, promised 3,000 jobs and a power supply entirely from on-site renewables by 2030. Seven months later, that promise has collapsed. A Guardian investigation reveals that neither the developers nor the government ever secured the necessary grid capacity, and the site’s projected power demand—equivalent to a small nuclear reactor—far exceeds what local renewables can provide.

For residents, the fallout is immediate. Letters from Oakes Energy Services, seen by the Guardian, suggest homeowners may need to sell properties to make way for the complex. “We were told this would bring jobs and investment,” said one villager. “Now we’re being told to leave, and the jobs might never come.” The disconnect between national ambition and local reality has turned Newarthill into a case study of how Britain’s AI strategy is being built on shaky foundations.

The power gap: why Scotland’s grid can’t keep up

The Lanarkshire project was supposed to be a model for sustainable AI expansion. Instead, it exposes a fundamental flaw in Britain’s energy infrastructure. The developers initially claimed the site would draw power from a nearby wind farm, but internal documents show they privately acknowledged a “power provision issue” as early as February. The problem? Scotland’s grid, already strained by offshore wind projects, lacks the capacity to support industrial-scale datacentres without major upgrades—upgrades that could take a decade.

This isn’t just a Scottish issue. Across Britain’s designated AI growth zones, similar tensions are emerging. In Wales, a proposed 500MW datacentre faces opposition from farmers over water usage. In the North East, local councils are questioning whether promised tech jobs will materialise, given the sector’s reliance on imported labour. “The government is selling these zones as economic lifelines,” said a source close to the Lanarkshire negotiations, “but the plans are either unclear or unworkable—what one insider called ‘complete bunk.’”

The cultural cost: when progress leaves people behind

While policymakers frame AI as an economic saviour, the human impact is often overlooked. In Newarthill, the datacentre debate has reignited long-standing grievances about rural displacement. The village, once a mining community, has seen successive waves of industrial development promise prosperity—only to deliver environmental degradation and broken promises. “It’s smoke and mirrors,” said a local campaigner. “They dangle jobs like carrot, but the reality is we lose our homes and our green belt.”

This tension between technological progress and cultural preservation is playing out across Britain. In Cornwall, lithium mining for AI hardware has sparked protests from heritage groups. In the Lake District, plans for a hyperscale datacentre were scrapped after backlash over landscape disruption. Even the arts are feeling the strain: last month, the Edinburgh Fringe Festival faced criticism for partnering with a tech firm accused of exploiting gig workers in its AI training programmes.

What’s next: regulation or retreat?

The Lanarkshire debacle has forced the UK government to confront an uncomfortable question: can Britain’s AI ambitions coexist with its climate commitments? The answer may lie in tighter regulation. Earlier this year, the Scottish government introduced a “green datacentre” certification, requiring projects to prove their renewable energy claims. But critics argue the rules are toothless. “They’re asking developers to mark their own homework,” said a renewable energy consultant.

For now, the AI gold rush continues—with or without local consent. CoreWeave and DataVita have yet to comment on the Guardian’s findings, but construction on the Lanarkshire site is expected to begin next year. In Newarthill, residents are preparing for a fight. “We’re not against progress,” said one. “But progress shouldn’t mean erasing the people who live here.” As Britain’s AI infrastructure expands, the challenge will be ensuring that the benefits aren’t just digital—but human.