Funding for AI projects in the UK and Scotland

If you want AI to take work off your team, funding can shape what you build and when. The catch is that UK support for AI is fragmented, targeted and changes often, and several well-known schemes, especially in Scotland, are paused or closed. This guide sets out what's open in autumn 2026, what isn't, and how to plan a project that works with or without a grant.

We checked every scheme below on its official page on 25 September 2026. Terms change, so read the official page before you rely on any of them.

The short answer

• There's no general UK grant that pays for a business to adopt AI. What you can get depends on your sector, your region and the kind of work.
• If the work is genuine research and development, R&D tax relief can return part of the cost.
• Manufacturing and engineering SMEs in England can get match-funded grants of up to £20,000 for hardware and software through Made Smarter Adoption.
• Innovate UK's BridgeAI programme funds AI work in sectors where adoption is low, mostly through challenge-led competitions.
• In Scotland, SMART: SCOTLAND isn't taking applications, with a new fund due in late autumn 2026, and the Digital Development Loan and DigitalBoost programme have been paused since 2024.
• For startups, SEIS and EIS make early investment easier to raise, and Start Up Loans can help fund a first version.

R&D tax relief

For accounting periods beginning on or after 1 April 2024, most companies claim through the merged scheme, which gives a taxable expenditure credit of 20% of qualifying costs. Loss-making SMEs that spend at least 30% of their total expenditure on R&D can claim enhanced R&D intensive support instead: an extra 86% deduction, and a payable credit worth up to 14.5% of the surrenderable loss. See GOV.UK's guidance on the merged scheme and enhanced support.

The question that matters is whether the work is R&D at all. For tax purposes, a project counts when it seeks an advance in science or technology by resolving scientific or technological uncertainty (see the government's guidelines on the meaning of R&D). Setting up an off-the-shelf AI tool, or connecting a model to your systems in a standard way, is unlikely to qualify. Building something a competent professional couldn't readily work out may. Take advice from an R&D tax specialist before you count on a claim.

Innovate UK and BridgeAI

Innovate UK's Smart grants, the open competition many businesses knew, are closed to new applications while funding is aligned to Innovate UK's new strategy. Its funding now runs mostly through themed and challenge-led competitions, listed on the Innovate UK Business Connect opportunities page.

BridgeAI is the programme aimed squarely at AI adoption. It focuses on sectors with high growth potential where adoption is low, including agriculture and food processing, construction, the creative industries, and transport, logistics and warehousing. Its Innovation Exchange works the other way round from most grants: organisations in those sectors set a challenge, and UK SMEs or research organisations bid to build an AI proof of concept that solves it. The most recent round we could find, in spring 2025, paid 100% of eligible costs for projects of £25,000 to £50,000 lasting three to five months.

So if you run a business in one of those sectors, look out for calls for challenge holders; if you build AI, watch for the next call for solutions. Current calls are on the BridgeAI opportunities page.

Made Smarter Adoption: manufacturers in England

Made Smarter supports small and medium-sized manufacturing and engineering businesses with premises in England. It offers digital assessments, a transformation roadmap, impartial technology advice and leadership and skills programmes, plus match-funded grants of up to £20,000 for hardware and software, which can include AI tools. It runs through delivery teams in nine English regions and isn't available in Scotland, Wales or Northern Ireland. Details are on the Made Smarter Adoption site.

Scotland: what's paused and what's coming

Scottish businesses have fewer direct options for AI projects than they did a few years ago, and some websites still describe schemes that have stopped.

• SMART: SCOTLAND, Scottish Enterprise's R&D feasibility grant, isn't taking new applications, and a new fund is due to launch in late autumn 2026. The previous scheme covered up to 70% of eligible costs for small firms and 60% for medium-sized ones, up to £100,000, for ambitious R&D feasibility studies of 6 to 18 months.
• The Digital Development Loan, Digital Development Grants and the DigitalBoost national programme were paused by the Scottish Government in 2024 because of pressure on public finances. Check they've reopened before you plan around them.
• Business Gateway still offers free advice to businesses starting up and growing, and Techscaler supports tech founders with training, community and connections to investors.
• The UK-wide routes in this guide, from R&D tax relief and Innovate UK competitions to SEIS, EIS and Start Up Loans, are open to Scottish businesses too.

Startups: SEIS, EIS and Start Up Loans

If you're building a new AI product rather than adding AI to an existing business, the money usually comes from investors. SEIS gives investors in very early-stage companies 50% income tax relief and EIS gives 30%, which can make a first round easier to raise; see GOV.UK's guidance on the venture capital schemes. Start Up Loans offers government-backed personal loans of £500 to £25,000 at a fixed 6% a year for new businesses. Our guide to building an app without a technical co-founder covers these in more detail.

Plan the project so it doesn't depend on a grant

Grants are competitive, slow to decide and usually tied to a sector or a call. The surest route is to start small with your own budget, prove the return, then use funding to go further.

• Pick one task with a cost you can measure today, such as hours spent on data entry each week or enquiries answered too late.
• Fund a small first phase yourself: an audit and one automation, not a programme.
• Record a baseline before you start and the results after. It's the evidence an application or an R&D claim needs.
• Check the rules before you spend. Many grant schemes won't pay for work that started before the offer letter.
• Keep ownership clear. The code, data and accounts should be yours, whoever builds it.

That's what our fixed-price AI audit is for: £1,500 over about two weeks to map your systems, pick the one or two automations with the clearest return and price the build, with the fee credited if you go ahead. It also gives you the baseline and business case you'd need for an application. For where AI tends to pay off first, see our guide to AI integration for UK SMEs.

Quick reference

Funding rules change often, and schemes may open or close after we checked. Always read the official page before you apply, and if you'd like a second opinion on whether an AI project is worth doing at all, book a free call.