Scotland’s first AI Growth Zone is now facing serious questions over whether its public claims on renewable power, land use, jobs and community benefit can be matched by deliverable plans.
The Lanarkshire AI Growth Zone was announced by the UK Government on 29 January 2026. It was presented as a major economic project for North Lanarkshire, delivered by DataVita around its Airdrie data centre site and in partnership with CoreWeave, the US-based AI cloud company. The UK Government said the project would support more than 3,400 jobs, bring £8.2bn in private investment and include additional support for the local community.
DataVita’s own project material describes the scheme as Scotland’s first official AI Growth Zone. It says the development will include 500MW of data centre capacity, more than 1GW of private-wire renewable energy generation and an AI Innovation Park. It also says the project represents more than £8.2bn of investment and will deliver more than £543m in community benefits over 15 years.
Those claims matter because they are not peripheral to the project. They are the public case for it. The development is being sold not simply as a large data centre campus, but as a green industrial project that can bring long-term local value without placing unacceptable pressure on Scotland’s electricity system, land or communities.
That case is now under scrutiny.
A Guardian investigation published on 6 July 2026 reported that documents obtained through Freedom of Information requests and public-record analysis raise doubts about the project’s ability to meet the renewable-power claims made around it. The investigation reported that while the project had been promoted as using up to 1GW of new energy infrastructure, internal correspondence acknowledged power provision as a problem. The UK Government told the Guardian that the Lanarkshire complex would connect to the grid, while saying its needs would still be met overwhelmingly with renewables.
A data centre supplied by dedicated, directly connected renewable generation is not the same public proposition as a data centre relying on a grid connection in a system already under pressure. The UK Government’s own guidance for AI Growth Zone applicants required sites to demonstrate access to at least 500MW of power capacity by 2030, either through a secured grid connection or a credible behind-the-meter solution supported by detailed technical documentation.
DataVita says it has developed private-wire energy parks. Its website states that more than 1,000 acres of renewable generation will be directly connected to its data centres, and that the first energy parks are expected to be operational in the first quarter of 2028. The same page says the grid would provide resilient backup when renewables are not available.
DataVita’s environmental page goes further, saying the development will be powered 100% by its own renewables, with near-zero water consumption, no fossil fuel and more than 1GW of renewables. It describes a planned energy mix of 800MW wind, more than 400MW solar and 2,400MWh of battery storage.
The concern is whether these plans have reached the stage where they can fairly be treated as deliverable public infrastructure rather than promotional ambition. The Guardian reported that DataVita currently operates much smaller data centres in Glasgow and Chapelhall, drawing roughly 25MW from the grid, and that the scale of renewable generation described would require far more land than is currently evident in public planning material. DataVita told the Guardian that delivery of its energy commitments was subject to final commercial agreements, planning, grid and consenting processes.
AI data centres require electricity, substations, cooling systems, road access, security, fibre connectivity and, if they are to be supplied by dedicated renewable generation, substantial associated energy infrastructure. DataVita says its energy parks would cover more than 1,000 acres. The Guardian reported analysis suggesting that the renewable-power claims could require far more land than that, depending on the mix of wind and solar generation.
North Lanarkshire Council welcomed the announcement in January, describing it as an opportunity to put North Lanarkshire on the UK map as a host for one of the largest investments in the future data and digital economy. The council also said the proposals would be subject to the full statutory planning process and that stakeholders would be consulted before any final planning decision.
Public confidence will depend on whether residents, councillors, planning authorities and Scottish ministers are given a clear account of what is actually proposed, what land is required, what grid connection is needed, what renewable infrastructure will be built, and what happens if the renewable infrastructure is delayed, reduced or refused.
The community-benefit claim also needs careful handling. DataVita says the project will create a £543m community investment fund over 15 years of operation. Its own website says the fund would be calculated at £50,000 per MW of data centre capacity per year and £15,000 per MW of renewable energy per year, with more than £36m per year at full operation.
That is not the same as saying £543m is already available. The Guardian reported that the money is not currently in the fund and would instead be expected to come from DataVita revenues if those revenues are generated.
A revenue-dependent future fund is not equivalent to a guaranteed fund held for the community at the point of approval. If public bodies continue to refer to the community benefit figure, they should state clearly whether the money is committed, secured, conditional, projected or dependent on future commercial performance.
The UK Government said the project would bring more than 3,400 jobs over the coming years, including 50 apprenticeships. DataVita says those jobs would span construction, operations, the wider supply chain, renewable energy, engineering and AI.
For a project of this scale, the relevant question is not only how many jobs are counted. It is how many are permanent, how many are local, how many are construction-phase roles, how many are indirect or induced jobs, how many require skills already present in North Lanarkshire, and how many will remain after the site is built. Those details should be published in a form that allows public testing.
The wider context is that Scotland is now being positioned as a major location for data centres. The Scottish Government’s 2021 Green Datacentres and Digital Connectivity plan sought to position Scotland as a leading zero-carbon, cost-competitive green data hosting location. It highlighted renewable energy, fibre connectivity, economic growth and Scotland’s potential to host data centres from edge facilities to hyperscale sites.
That policy direction has now run into harder questions. The Scottish Parliament Information Centre noted in June 2026 that hyperscale data centre proposals have become a major planning issue faster than Scottish planning policy has developed. It also noted that there is no agreed definition of a “green data centre”, and that large data centres labelled as green can still make significant demands on land, water and energy.
Water is one area where the evidence needs balance. Scottish Water said in June that Scotland’s 13 operating data centres currently use about 97 cubic metres of water a day, around 0.006% of the 1.6 to 1.8 billion litres supplied daily to homes and businesses. It also said most existing data centres use closed-loop cooling systems, requiring minimal top-ups after the initial fill.
That does not remove all concern. It does show that current water use by existing Scottish data centres is small. The more important issue is cumulative future demand if multiple hyperscale sites proceed, especially where water, power, planning and land-use decisions are being made site by site rather than through a single national framework.
The electricity issue is larger and more immediate. The UK Government has acknowledged that grid connection delays are the single biggest blocker for AI Growth Zones. Its March 2026 consultation said around 140 data centres were in the transmission queue, representing about 50GW of capacity, and that the queue was far beyond current projections for future sector growth.
The UK Government is therefore proposing mechanisms to prioritise strategic demand projects, including AI Growth Zones, for grid capacity. That may help selected projects. It also raises a public-interest question: if large AI data centres are moved ahead in the queue, which other projects wait longer, and who pays for the network reinforcement required?
The Lanarkshire proposal should not be rejected simply because it is large, or because artificial intelligence is controversial. Data infrastructure is now part of modern economic life. Scotland has genuine advantages in cool climate, renewable generation, engineering skill and digital ambition. There may be a legitimate case for hosting more data centres in Scotland.
But that case must be made with complete public honesty. The Lanarkshire AI Growth Zone should now be judged on verified planning documents, secured power arrangements, land control, grid status, enforceable community benefit, environmental assessment and a clear jobs breakdown. Public bodies should not continue using headline figures unless they can explain exactly what those figures mean.
The most serious risk is that Scotland accepts a new form of industrial development on the basis of claims that are not yet proven, while local communities are asked to carry the land, infrastructure and planning consequences.
If Lanarkshire is to become Scotland’s first AI Growth Zone, the next stage must be evidence, not promotion.
Sources
UK Government announcement, 29 January 2026
https://www.gov.uk/government/news/more-than-3400-jobs-and-targeted-support-for-local-communities-to-help-tackle-the-cost-of-living-as-lanarkshire-named-latest-ai-growth-zone
UK Parliament written statement, Lanarkshire AI Growth Zone
https://questions-statements.parliament.uk/written-statements/detail/2026-01-29/hcws1289
DataVita, Lanarkshire AI Growth Zone project page
https://www.datavita.co.uk/lanarkshire-ai-growth-zone
DataVita, Lanarkshire AI Growth Zone FAQs
https://www.datavita.co.uk/lanarkshire-ai-growth-zone/faqs
DataVita, Energy Parks page
https://www.datavita.co.uk/lanarkshire-ai-growth-zone/energy-parks
DataVita, Community Impact page
https://www.datavita.co.uk/lanarkshire-ai-growth-zone/community
DataVita, Environment and Sustainability page
https://www.datavita.co.uk/lanarkshire-ai-growth-zone/environment
North Lanarkshire Council statement
https://www.northlanarkshire.gov.uk/news/plans-welcomed-north-lanarkshire-become-one-worlds-most-advanced-ai-sites
CoreWeave announcement, 16 September 2025
https://www.coreweave.com/news/coreweave-announces-significant-commitment-to-power-uk-ai-innovation-and-growth
DataVita and CoreWeave partnership announcement, 17 September 2025
https://blog.datavita.co.uk/blog/datavita-and-coreweave-to-launch-ai-infrastructure-in-scotland-powered-by-renewable-energy-as-part-of-ps1-5bn-investment
UK Government, AI Growth Zones application criteria
https://www.gov.uk/government/publications/ai-growth-zones/ai-growth-zones-open-for-applications
UK Government, Delivering AI Growth Zones
https://www.gov.uk/government/publications/delivering-ai-growth-zones/delivering-ai-growth-zones
UK Government consultation, Accelerating electricity network connections for strategic demand
https://www.gov.uk/government/consultations/accelerating-electricity-network-connections-for-strategic-demand/accelerating-electricity-network-connections-for-strategic-demand-accessible-webpage
Scottish Government, Green datacentres and digital connectivity: vision and action plan for Scotland
https://www.gov.scot/publications/green-datacentres-and-digital-connectivity-vision-and-action-plan-for-scotland/
Scottish Government digital connectivity page on green data centres
https://digitalconnectivity.campaign.gov.scot/green-data-centres
Scottish Parliament Information Centre, Data Centres, 26 June 2026
https://spice-spotlight.scot/2026/06/26/data-centres/
Scottish Water, Can Scotland Support More Data Centres?, 11 June 2026
https://www.scottishwater.co.uk/about-us/news-and-views/2026/06/110626-colin-lindsay-data-centres-blog
Prosper, Green data centre charter
https://prosper.scot/prosper-backs-industrys-green-data-centre-charter/
Apatura, Delivering Green Data Centres in Scotland
https://consult.apatura.energy/industry-charter
The Guardian investigation, 6 July 2026
https://www.theguardian.com/technology/2026/jul/06/lanarkshire-scotland-ai-datacentre-project-renewable-energy
The Guardian local report, 6 July 2026
https://www.theguardian.com/technology/2026/jul/06/scotland-lanarkshire-village-ai-datacentre
The Guardian explainer on AI Growth Zones, 6 July 2026
https://www.theguardian.com/technology/2026/jul/06/britain-ai-growth-zones-explainer
