AnalysisAI and compute

Wales’s two AI Growth Zones: every commitment, tracked

Catalogue number AW 0003

Wales has two of the UK's five AI Growth Zones. We set out what was announced on jobs, money and power, what has happened since, and how we will track it.

A warmly lit relief model of Wales, a meditating robot at its centre, amber pins on Anglesey and the south.
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Abundance StaffPublished 9 min read

One of Wales’s two AI Growth Zones sits across Anglesey and Gwynedd. The other stretches along the M4 corridor from Newport to Bridgend. When the UK Government announced both in November 2025, it said they would bring thousands of jobs, billions of pounds of private investment and more than a gigawatt of computing power. Nearly a year on, we have found no official progress report for either Welsh zone. Here is every commitment made so far with a figure or a date, and where each one stands.

Both zones remain on the UK Government’s books

The UK Government announced the North Wales zone on 13 November 2025, with “a base at Prosperity Parc on Anglesey and another at Trawsfynydd in the heart of Gwynedd”, led by a consortium including Stena Line, Isle of Anglesey County Council and Bangor University. The South Wales zone followed on 20 November, “stretching along the M4 corridor from Newport to Bridgend” and including the former Ford engine plant at Bridgend, with Vantage Data Centers and Microsoft “joining forces with the government”.

Both zones are still listed in UK Government documents. In May, a Lords written answer named “Anglesey (North Wales); a South Wales Cluster (spanning from Newport to Bridgend)” among five announced zones. On Budget day, 28 October, HM Treasury’s new Data Centre Covenant said the government will “continue to deliver the five AI Growth Zones across England, Scotland and Wales”. A draft planning policy for data centres, published in October, names the sites in both zones at paragraph 58.

What was announced: jobs, money and power

Jobs. On the same day in November 2025, the UK Government and the Welsh Government issued different job forecasts for North Wales. The UK Government said the zone would create “A total of 3,450 jobs”, including temporary and construction roles. The previous Welsh Government said it “is predicted to create 1,200 jobs”. Neither government has explained the 2,250-job gap. We show both.

For the south, the UK Government said “£10 billion of investment will unlock at least 5,000 jobs”. The same release also says “more than 5,000 new jobs for local communities over the next decade”. Both are forecasts.

Money. The £10 billion is an expectation, not money spent. Senedd Research put it this way in July: “The UK Government expects £10 billion of investment in the South Wales AIGZ and up to £100 billion overall from all AIGZs”. The £100 billion is for the whole UK programme, not for Wales.

Neither government has explained the 2,250-job gap.

Each zone also has a small local fund. The North Wales release said “£5 million in support will also be set aside for each AI Growth Zone at a local level for business adoption and skills”. The South Wales release says “up to £5 million”. The UK Government’s plan for the zones, Delivering AI Growth Zones, says “up to an initial £5 million” per zone.

Power. The UK Government forecasts that the South Wales zone alone could harness over 1GW (1,000MW) of power by the early 2030s. To put that scale in perspective, Senedd Research says Wales as a whole had 154MW of data centre capacity in 2024.

What the zone plan does not offer Wales

The UK Government’s plan, Delivering AI Growth Zones, does not mention Wales. Its two main financial incentives set out nothing for Welsh sites:

  • Cheaper electricity. From April 2027, “subject to legislative timetables”, the plan offers discounts on power bills for 500MW data centres that help cut costs on the power system: up to £24/MWh in Scotland, £16/MWh in Cumbria and £14/MWh in the North East.
  • Business rate retention. Councils in England will keep 100% of business rate growth in AI Growth Zones for 25 years. Local government finance in Wales is devolved, and the plan sets out no equivalent for Welsh councils.

The plan says “the precise approach will be determined following consultation”. On 19 October, a minister described “proposals for electricity bill support” for data centres in the zones. No Welsh rate is set.

The Budget on 28 October named one zone, in Lanarkshire. The Budget document does not name either Welsh zone. It has two lines linked to Wales and AI. One is £2.5 million to expand the M-SParc science park on Anglesey, “subject to business case”. The other is £20 million, UK-wide, for AI hardware, “building on existing strengths in semiconductor clusters including South Wales”. Neither is described as Growth Zone funding.

South Wales since May

The main news has come from companies. On 13 August, Vantage Data Centers and Nebius announced an agreement to deploy AI computing at Vantage’s CWL1 campus in Newport. They called it “the first announced commercial capacity commitment in the South Wales AI Growth Zone”. Nebius “will lease high-density capacity at CWL1”.

CWL1 has been “Operational since 2010”, the release says. So this is new use of an existing campus, not a new building. The release gives no capacity, value or start date for the Newport deployment. Vantage says it “expects to deliver more than 1GW of AI-ready capacity across Newport, Bridgend and Bro Tathan”. It gives no date for that.

The release quotes the Welsh Government’s Cabinet Minister for Enterprise, Connectivity and Energy: “Today’s announcement marks an important milestone for the South Wales AI Growth Zone.”

Senedd Research says Microsoft’s planned Newport site will have around 200MW IT load, but plans for Vantage’s Bridgend site, CWL4, state that “only around 20% of the development will be operational before 2032 due to power availability”.

North Wales since May

The North Wales release said “Work is already underway to secure an investment partner”. It said construction would follow “once a deal has been confirmed, expected in the coming months”. It gave no date.

We have not found any public announcement of an investment partner.

Prosperity Parc has outline planning permission from Isle of Anglesey County Council (Anglesey planning register). No reserved matters application found on the public register as at 30 Oct 2026.

Senedd Research says Prosperity Parc “has a target capacity of 349 MW”. The outline application form describes the 349 megawatts as a “Battery Energy Storage System”, “Storage not generation”, not data centre capacity.

We have found no data centre proposal for Trawsfynydd. The previous Welsh Government said in November 2025 that the zone has “the potential to widen AI investment across the region, including at Trawsfynydd”.

Power is the other open question. National Grid says “it is essential that the strengthened connection is in place by 2030” on the Pentir to Trawsfynydd line. That is National Grid’s own target. A UK Government response on grid connections, published on 28 October by the Department for Energy Security and Net Zero, plans to set out how strategic projects will be chosen, “which may include projects located in AI Growth Zones”. It names no Welsh site.

The Welsh Government’s response

The current Welsh Government is building its own policy. On 30 September, the Cabinet Minister for Enterprise, Connectivity and Energy said it is developing “a strategic policy framework for data centres and AI compute infrastructure in Wales”. He said he would bring “a separate statement on this work in due course”. The 30 September statement does not mention the AI Growth Zones.

A Senedd written question tabled on 21 October asks: “What action is the Welsh Government taking to ensure that Welsh communities benefit from further UK investment in AI?” We will report the answer when it is published.

How we will track it

We track only commitments with an official figure or date. Status words describe what is public, nothing more. “No public update found” means we searched official and company sites up to 30 October 2026 and found nothing. It is not a finding of delay. We will update this page when any line changes, and show the date of each update.

CommitmentFigure or dateLatest updateStatus
North Wales zone: Prosperity Parc and TrawsfynyddAnnounced 13 Nov 202528 Oct 2026: named in the draft National Policy StatementAnnounced; listed in UK Government documents
South Wales zone: Newport to BridgendAnnounced 20 Nov 202528 Oct 2026: named in the draft National Policy StatementAnnounced; listed in UK Government documents
North Wales jobs3,450 (UK Government); 1,200 (previous Welsh Government)No later official figure foundTwo official forecasts
South Wales jobsAt least 5,000 over the next decadeNo later official figure foundForecast
South Wales investment£10 billion (Senedd Research)13 Aug 2026: Vantage cites a “multi-billion-pound investment strategy”, no totalExpectation
South Wales capacityOver 1GW by early 2030s13 Aug 2026: Vantage expects more than 1GW, no dateForecast
South Wales investor“Work is now underway to secure an investor”13 Aug 2026: Vantage and Nebius, first commercial capacity commitmentFirst commitment announced
North Wales investment partnerDeal “expected in the coming months”; no date givenNone found to 30 Oct 2026No public announcement found
Local fund for adoption and skillsUp to £5 million per zoneNo spending breakdown foundNo public spending update found
Electricity discountUp to £24, £16 and £14 per MWh for Scotland, Cumbria and the North East; from April 2027, subject to legislation19 Oct 2026: described as “proposals”No Welsh rate published
Business rate retentionEnglish councils, 25 yearsNoneEngland only
Grid priority for strategic projectsSelection plan to be published, 28 Oct 2026; no dateSamePlan announced; no Welsh site named
Pentir to Trawsfynydd grid lineIn place by 2030 (National Grid target)October 2026 pageNational Grid target
M-SParc expansion, Anglesey£2.5 million, “subject to business case”, 28 Oct 2026SameAnnounced
Prosperity Parc siteOutline planning permissionNo reserved matters application found on the public register as at 30 Oct 2026Outline permission
Bridgend site (former Ford engine plant)Named 20 Nov 2025Notice that development has commenced filed with the council on 25 May 2026; the register does not record what works have taken place.Notice filed
Welsh Government data centre frameworkNo date given, 30 Sep 202621 Oct 2026: Senedd plenaryIn development

How to read the evidence: three competing interpretations of where Wales’s AI zones stand.

Catalogue number AW 0003

The strongest case against this view, as fairly as we can put it.

  1. The optimist's view: the zones are moving, even without a Budget line. The UK Government says "Over £28 billion in private investment has been committed to these announced AI Growth Zones to date, with delivery of these projects underway across multiple sites". That figure covers all five zones, and no Welsh share is given. The Covenant commits to "continue to deliver" all five. On this view, a quiet Budget says little about progress.

    UK Parliament

  2. The sceptic's view: headline figures overstate the near term. Senedd Research reports that Vantage's own plans for its Bridgend site say "only around 20% of the development will be operational before 2032 due to power availability". The first commercial commitment in the south is at a campus "Operational since 2010". Supporters call it a first commitment. Sceptics would call it use of existing capacity.

    Senedd Research

  3. The pragmatist's view: no Welsh power discount may be no loss. The Data Centre Covenant's first test says data centres should "Pay for their fair share of energy". A discount is paid for by someone. On this view, a faster grid connection matters more to Welsh sites than a lower price.

    HM Treasury

Links checked on 29 and 30 Oct 2026.

  1. DSIT, Wales Office and Prime Minister’s Office, “AI Growth Zones to create thousands of jobs and unlock up to £100 billion in investment, as new site confirmed for North Wales”, 13 Nov 2025. https://www.gov.uk/government/news/ai-growth-zones-to-create-thousands-of-jobs-and-unlock-up-to-100-billion-in-investment-as-new-site-confirmed-for-north-wales
  2. Welsh Government (2021 to 2026), written statement: Wylfa announced as the site for the UK’s first Small Modular Reactor nuclear power station and North Wales confirmed as a location for an AI Growth Zone, 13 Nov 2025. https://www.gov.wales/written-statement-wylfa-announced-site-uks-first-small-modular-reactor-smr-nuclear-power-station
  3. DSIT, HM Treasury and Wales Office, “AI to power national renewal” (South Wales AI Growth Zone), 20 Nov 2025. https://www.gov.uk/government/news/ai-to-power-national-renewal-as-government-announces-billions-of-additional-investment-and-new-plans-to-boost-uk-businesses-jobs-and-innovation
  4. DSIT, Delivering AI Growth Zones, 13 Nov 2025. https://www.gov.uk/government/publications/delivering-ai-growth-zones/delivering-ai-growth-zones
  5. Senedd Research, Data centres in Wales: How will Wales manage a rapidly growing industry?, July 2026 (pages 9, 14, 16 and 20). https://research.senedd.wales/media/eytgh5cx/data-centres-in-wales.pdf
  6. Vantage Data Centers and Nebius, first deployment in the South Wales AI Growth Zone, 13 Aug 2026. https://vantage-dc.com/news/vantage-data-centers-and-nebius-expand-uk-ai-infrastructure-with-first-deployment-in-south-wales-ai-growth-zone/
  7. House of Lords written question HL4, AI Growth Zones, tabled 13 May 2026, answered 22 May 2026 (DSIT). https://questions-statements.parliament.uk/written-questions/detail/2026-05-13/HL4
  8. House of Commons written question 30463, Electricity: Data Centres, answered 19 Oct 2026 (Department for Energy Security and Net Zero). https://questions-statements.parliament.uk/written-questions/detail/2026-10-09/30463
  9. HM Treasury, Budget 2026, 28 Oct 2026, paragraph 4.157 and the Growth corridor spotlight box. https://assets.publishing.service.gov.uk/media/6ae20b85460c1346f7be784e/E03668986_HMT_Budget_2026_ELAY__2_.pdf
  10. HM Treasury, The Data Centre Covenant, 28 Oct 2026. https://www.gov.uk/government/publications/data-centre-covenant/the-data-centre-covenant
  11. Department for Business, Innovation, Science and Trade (BIST), draft National Policy Statement for Data Centres, October 2026, paragraph 58. https://assets.publishing.service.gov.uk/media/6ae1c5937fe45a08a4036e4e/draft-national-policy-statement-for-data-centres.pdf
  12. Department for Energy Security and Net Zero, Accelerating electricity network connections for strategic demand, government response, 28 Oct 2026. https://www.gov.uk/government/consultations/accelerating-electricity-network-connections-for-strategic-demand
  13. Welsh Government, written statement: National Infrastructure Commission for Wales (NICW) and Infrastructure Planning, 30 Sep 2026. https://www.gov.wales/written-statement-national-infrastructure-commission-wales-nicw-and-infrastructure-planning
  14. Senedd, Plenary record, 21 Oct 2026. https://record.senedd.wales/Plenary/16318
  15. Senedd, written question WQ101045, tabled 21 Oct 2026. https://record.senedd.wales/WrittenQuestion/101045
  16. Isle of Anglesey County Council, planning application OP/2025/2, Prosperity Parc. https://planning-public-register.anglesey.gov.wales/prIoA/s/planning-application/a2qR5000000Qa4LIAS/op20252?language=en_GB
  17. Isle of Anglesey County Council, OP/2025/2 application form (Ffurflen Gais / Application Form), 28 Feb 2025. https://dogfennaucynllunio.ynysmon.llyw.cymru/PublicAccess_Live/Document/ViewDocument?id=542FF357032E480BA4948385963D768D
  18. National Grid, Pentir to Trawsfynydd reinforcement project, update of October 2026. https://www.nationalgrid.com/electricity-transmission/network-and-infrastructure/infrastructure-projects/pentir-trawsfyndd-reinforcement-project
  19. Bridgend County Borough Council, planning register, P/25/247/HYB. https://planning.bridgend.gov.uk/Planning/Display/P/25/247/HYB

No corrections. If you spot an error, tell us.

Abundance Wales (2026). Wales’s two AI Growth Zones: every commitment, tracked. Published 30 October 2026. Catalogue number AW 0003. abundance.wales/aw/0003/