TL;DR

Scotland has 22 proposed hyperscale AI data centres in the pipeline, with 16 already in the planning system. A small group of specialist developers — led by Apatura Energy and ILI Group — is behind the surge, which could draw electricity at 86 times the level of Scotland’s existing data centre capacity.

The scale of the build-out

Each hyperscale facility requires processing capacity for the vast datasets used in generative AI development, consuming roughly 20 times more power than all existing Scottish data centres, which currently use around 30 megawatts annually. A new AI growth zone announced near Glasgow in February is expected to drive the numbers higher still.

Apatura Energy, headquartered in York, has the most projects in development — nine data centres across Scotland’s Central Belt. The largest, a 550-megawatt facility planned for the former Ravenscraig Steelworks in Motherwell, would anchor a combined 2.6 gigawatt demand across all nine sites. The company has already secured 2.3GW of grid connections.

ILI Group, based in Hamilton, has three proposed “hyperscale” facilities branded as “The Stoics.” The largest, in Auchtertool, Fife, has a proposed capacity of 600MW, followed by 540MW in Hurlford, Ayrshire and 400MW in Newhouse, Lanarkshire. Both companies have backgrounds in battery energy storage rather than traditional data centre operations.

Energy and planning questions

The cumulative power demands raise questions about Scotland’s grid capacity and energy transition commitments. A single Apatura site at Ravenscraig would consume more than 18 times the current total Scottish data centre load. Grid connection agreements are in place, but the gap between securing connections and delivering sufficient clean power remains substantial.

Apatura’s links to planning consultancy and land acquisition — founder Adrian Hill is also a director at AAH Planning and property developer Land Allocation — illustrate how the data centre gold rush is blurring boundaries between property development, energy infrastructure and technology.

Looking forward

For UK businesses and policymakers, Scotland’s data centre pipeline is a test case for whether AI infrastructure growth can align with net-zero commitments. The concentration of development among a handful of BESS-turned-data-centre companies adds a layer of execution risk to what is rapidly becoming one of Scotland’s largest infrastructure programmes.