The UK government has unveiled a new AI Hardware Plan backed by more than £1.1 billion in funding and investment measures, as countries race to secure the chips, supercomputers and technical talent needed to power the next generation of artificial intelligence.
The strategy aims to strengthen Britain’s position in the semiconductor technologies powering AI, while reducing exposure to highly concentrated global supply chains.
The government said AI hardware is now central to economic security, national resilience and future productivity, with demand moving beyond general-purpose processors toward specialized chips for training, inference, edge AI, robotics and advanced systems.
Britain moves to stop AI hardware firms scaling abroad
At the center of the strategy is a four-stage pipeline designed to help British AI hardware companies develop, demonstrate, deploy and scale their technologies in the UK rather than commercializing abroad.
The government will invest £120 million in AI hardware innovation, including a new AI Hardware Innovation Program with UKRI and the UK Semiconductor Centre to support prototyping, collaborative research and early-stage grants.
It will also expand the Scaling Inference Lab with at least £20 million in new funding, building on ARIA’s existing £50 million investment, to help companies test AI compute systems on real-world workloads and present them to investors, hyperscalers and frontier AI labs.
Another £18 million will go into a Hardware Security R&D Program focused on secure AI hardware deployment, including memory security.
£750m supercomputer leads UK’s AI hardware plan
The largest measure is a new £750 million heterogeneous AI supercomputer for the AI Research Resource, designed to integrate different compute technologies, novel AI architectures and, eventually, quantum computing.
Within that program, the government is creating a £400 million procurement opportunity for specialized chips. This includes a £150 million Advance Market Commitment, up from £100 million announced earlier, followed by £250 million for additional specialized hardware.
The government says the goal is to create early demand for UK-designed AI chips and help domestic firms prove their technology inside real infrastructure.
Britain commits £80m to close chip skills gap
The strategy also includes £80 million for semiconductor and AI hardware skills. The Semiconductor Skills Program will expand to £48 million, with undergraduate bursaries rising from 300 in 2025–26 to 400 in 2026–27 and 500 in 2027–28.
A new £12 million Centre for Doctoral Training in Chip Design will support advanced research, while £20 million through TechFirst will help 500 more UK PhD students access extra funding.
The UK will also back a new deeptech hardware venture fund led by Playground Global, with up to £150 million from the British Business Bank. AI hardware companies may also receive support through the £500 million Sovereign AI Fund, which focuses on AI computing infrastructure.
£28.2bn AI zones widen Britain’s strategy
The hardware plan comes as the UK expands its wider AI agenda, with AI Growth Zones expected to unlock £28.2 billion in investment and support more than 15,000 jobs.
The wider strategy also includes a £500 million Sovereign AI program for domestic AI firms and public-sector tools such as Gov Voice, Customer First and the National Data Library.
Together, the projects show that Britain is planning to build more of its own AI infrastructure instead of relying too heavily on overseas systems and supply chains.
