Paying for an AI project in Scotland: what's available in 2026

There’s real help for AI projects in Scotland in 2026, but most of it comes as advice, training and expert time rather than cash. The main scheme, the National AI Adoption Programme, runs until 31 March 2027. Two schemes you’ll still see mentioned online, the Digital Development Loan and Innovate UK Smart grants, are closed. Here’s what’s open, who each option suits, and what to check before you plan a project around it.

For the current list, with what is open now and every date worked out from the day it was checked, see our guide to funding and support for AI in Scotland.

What’s open

The National AI Adoption Programme

This is the main one. It’s part of AI Scotland, the Scottish Government-led partnership that delivers Scotland’s AI Strategy 2026 to 2031 (published on 20 March 2026). The programme is funded by the Scottish Government and delivered by The Data Lab with Business Gateway, Scottish Enterprise, Highlands and Islands Enterprise and South of Scotland Enterprise. On 19 August 2026 the Scottish Government announced £1.8m for its second year, for “mentoring, workshops and grant funding”. It runs until 31 March 2027.

At the time of writing it offers:

• A leadership course. “Introduction to Data and AI for SME Leaders” is fully funded and takes 16 hours.
• A follow-on course, “From Foundation to Implementation: Getting SME leaders ready for AI”, for leaders ready to move from exploring to acting.
• Problem definition workshops, to scope a project with support from The Data Lab’s data science team.
• Hands-on expert support. For data-mature, high-growth Scottish SMEs ready to develop and pilot an AI project, The Data Lab provides 5 to 10 days of expert support, fully funded.
• The Scottish AI Adoption Network, for ongoing peer support and events.

The announcement mentions grant funding, but grant sizes aren’t published, so ask before you build a budget around one.

The hands-on support has a high bar. The Data Lab looks for accessible data, a defined problem, some technical capacity and backing from senior leaders. If your data lives in a dozen spreadsheets, sort that out first. Our guide to checking your spreadsheets before you buy AI can help.

Business Gateway

Business Gateway is a publicly funded service with free one-to-one advice, webinars and events, including introductions to AI for small businesses. It’s a good first stop if you’re still at the “what could this do for us?” stage, and it’s one of the programme’s delivery partners.

MSc placements through The Data Lab

The Data Lab’s MSc Placement Programme matches organisations with MSc students for 8 to 12 week projects. You pay the Real Living Wage plus standard employment on-costs. Most placements are matched between January and April and run from June to September, so plan well ahead. It suits a well-defined analysis or prototype, with someone on your side who can answer the student’s questions.

R&D tax relief, for genuine R&D only

R&D tax relief comes through your company’s tax return rather than as a grant, and it’s only for genuine research and development. For accounting periods beginning on or after 1 April 2024, the merged scheme gives an expenditure credit at 20%. Loss-making SMEs that spend at least 30% of their total expenditure on R&D may be able to claim enhanced R&D intensive support (ERIS) instead.

The test is whether the project seeks an advance in science or technology, and HMRC’s guidelines say something doesn’t become an advance “simply because science or technology is used in its creation”. Buying, configuring or rolling out an off-the-shelf AI tool won’t qualify. Work that resolves a genuine technical unknown might. Talk to an accountant who knows R&D claims, and check whether you need to tell HMRC in advance that you plan to claim.

Scottish Enterprise R&D grant

Scottish Enterprise’s research and development grant is built for big projects. The minimum grant is £250,000, it looks for projects representing at least £1 million of company spend, and the work can’t already have started. That’s too big for most small AI projects, but worth knowing about if you’re planning something substantial.

What’s closed

• The Digital Development Loan closed on 2 May 2023.
• Innovate UK Smart grants are closed to new applications. UKRI says funding “is being aligned to Innovate UK’s new strategic direction”.

Both still turn up in older articles online. If someone suggests either, ask them to check.

Before you apply

Whichever route you take, a little preparation goes a long way:

• Write the problem down. One paragraph: what takes too long or goes wrong, who it affects, and how you’d know it had improved. Our note on how to tell if an AI project worked helps with that last part.
• Check your data. Know where it lives, who owns it and what you’re allowed to do with it.
• Name an owner. Someone in your team needs time to work with the experts, or the project stalls.
• Don’t start too early. If a grant is involved, wait until you’re told you can begin: the Scottish Enterprise grant, for one, can’t fund work that’s already under way.
• Keep records of time and costs if R&D tax relief might apply.

Which fits you?

A rough guide:

• Just exploring? Start with Business Gateway’s free advice and events, then the leadership course.
• Got a clear problem and decent data? Look at a problem definition workshop, then the hands-on support.
• Need focused analysis or a prototype over a summer? An MSc placement could fit.
• Building something technically new? Talk to an R&D tax specialist.

Free support still costs staff time. The hands-on support expects you to commit people, sort out any data-sharing agreements and have senior backing, so budget for your own hours as well as any money.

If you’d like help working out which of these fits a job you have in mind, tell us which job.