Help towards AI, in Scotland.
Most of the help a Scottish business can get towards AI comes as free courses, expert time and advice, rather than cash. Here is what is open, who runs it, what it asks of you, and what has closed, checked against each scheme’s own page.
Checked 19 October 2026 21 schemes open or opening soon 10 closed, full or not for Edinburgh 41 sources
In the Scottish Government’s business survey published on 9 October 2026, 36.9% of businesses with ten or more staff said they used some form of AI.41 These schemes are run by the organisations named, not by us.
Just starting to look
Free advice, short courses and webinars: what AI could do in a business like yours.
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Advice Business Gateway
AI Adoption Programme: advice, guides and webinars
- What you get
- Free one-to-one advice, guides and online webinars on using AI in a small business, from an introduction to getting real results from ChatGPT, Claude and other assistants.
- What it costs you
- Free.
- Who it is for
- Any business in Scotland, including those just starting.
- When
-
- 11 November 2026: webinar: an introduction to AI for small businesses, online, 10:00 to 12:00
bgateway.com (opens in a new tab) Sources 1, 2, 3
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Training The Data Lab, funded by the Scottish Government
Introduction to Data and AI for SME Leaders
- What you get
- About 16 hours of self-paced learning (the page says 14 to 16) over four weeks, alongside a cohort of other business leaders.
- What it costs you
- Free: fully funded by the Scottish Government.
- Who it is for
- Leaders of SMEs and social enterprises with no data or AI experience yet. You confirm the support keeps you within the £315,000 three-year limit on minimal financial assistance.
- When
-
- 27 October 2026: a cohort starts
- 24 November 2026: a cohort starts
- 26 January 2027: a cohort starts
- and later dates on its page
thedatalab.com (opens in a new tab) Sources 5, 4
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Advice Scottish Enterprise
Digital transformation support
- What you get
- Free, impartial advice on any part of digital and IT, and programmes and events on getting ready for AI, adopting it and scaling it.
- What it costs you
- Free.
- Who it is for
- Companies in Scotland, at any stage.
- When
-
Open: by enquiry form.
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Advice Edinburgh Business Gateway, for the City of Edinburgh Council
Business Gateway Edinburgh
- What you get
- One-to-one advice at a time that suits you, workshops and programmes, and a route to other support when specialist help is needed.
- What it costs you
- Free.
- Who it is for
- Businesses in the City of Edinburgh.
- When
-
Open.
bgateway.com (opens in a new tab) Sources 28, 2
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Training Edinburgh Business Gateway Edinburgh, with Elevator
AI and ecommerce workshop: “Make your eCommerce site work for you”
- What you get
- A guided programme over four days, 10:15 to 15:00, in Edinburgh.
- What it costs you
- The event page does not give a price.
- Who it is for
- Businesses based in the City of Edinburgh that are trading, have staff, and can attend all four days.
- When
-
- 22 October 2026: day one
- 29 October 2026: day two
- 12 November 2026: day three
- and later dates on its page
bgateway.com (opens in a new tab) Sources 29
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Grant Edinburgh City of Edinburgh Council, through Business Gateway
Export Support Grant
- What you get
- Up to £2,000 to help a business increase its overseas trade. Not for AI as such, but worth knowing if a project serves customers abroad.
- What it costs you
- The page does not set a contribution.
- Who it is for
- UK-registered companies headquartered in the City of Edinburgh, already trading, applying for the first time, through a Business Gateway adviser.
- When
-
Open while the limited number of grants lasts.
A job in mind
Help turning “we should use AI for this” into a problem someone can work on.
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Training The Data Lab, funded by the Scottish Government
From Foundation to Implementation
- What you get
- 8 to 10 hours of facilitated learning in a small group, over two weeks online or two days in person, for leaders ready to move from exploring AI to applying it.
- What it costs you
- Free: fully funded by the Scottish Government.
- Who it is for
- SME owners, directors and senior managers ready to apply AI in their business.
- When
-
The October online cohort is full.
- 17 November 2026: in person in Edinburgh, over two days
- 26 January 2027: in person over two days, city to be confirmed
- 16 February 2027: online, four sessions over two weeks
- and later dates on its page
thedatalab.com (opens in a new tab) Sources 6
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Expert time The Data Lab’s data science team
Problem Definition Workshop
- What you get
- A one-hour session to scope an AI project, with up to two follow-up sessions of 30 to 45 minutes.
- What it costs you
- Free: fully funded by the Scottish Government.
- Who it is for
- SMEs whose data is relevant, accessible and reasonably structured, after an eligibility check.
- When
-
Open: register your interest. No deadline is given.
thedatalab.com (opens in a new tab) Sources 7
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Advice Interface (based in Edinburgh)
Matchmaking with universities and colleges
- What you get
- Free, impartial help finding the academic expert for a problem, and with the innovation vouchers below.
- What it costs you
- Free.
- Who it is for
- Businesses and organisations in Scotland.
- When
-
Open.
Ready to try it
Expert time, academic partners and students for a first project, if your data is in order.
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Expert time The Data Lab’s Data and AI Team
Hands-on data and AI support for SMEs
- What you get
- 5 to 10 days of an applied data and AI scientist’s time to develop and pilot an AI project, over as much as three months.
- What it costs you
- Free, but you commit staff time to the project, agree to secure data sharing if it is needed, and need backing from your senior leaders.
- Who it is for
- Data-mature, high-growth SMEs in Scotland ready to develop and pilot an AI project, after an eligibility check.
- When
-
Open: register your interest. Spaces are limited and may go first come, first served.
thedatalab.com (opens in a new tab) Sources 8, 9
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Voucher Interface
Standard Innovation Voucher
- What you get
- £1,000 to £7,500 towards an academic partner’s costs for a project to develop a new product, process or service.
- What it costs you
- You match its value in kind: staff time, materials or equipment.
- Who it is for
- SMEs, sole traders, social enterprises and charities whose main operations are in Scotland, working with that academic partner for the first time. It cannot buy equipment or pay for training courses.
- When
-
Open: no closing date is published.
-
Voucher Interface, with money from Scottish Enterprise
Advanced Innovation Voucher
- What you get
- A matched grant of half a £10,000 to £40,000 project with an academic partner: up to £20,000. It cannot buy equipment or software.
- What it costs you
- Half the project: on a £10,000 to £20,000 project, at least a quarter in cash and a quarter in kind; above £20,000, at least 35% in cash and 15% in kind.
- Who it is for
- SMEs with fewer than 250 staff and a turnover under £50 million. It can continue an earlier collaboration or start a new one.
- When
-
- 29 October 2026: application deadline
- 26 November 2026: application deadline
-
Placement The Data Lab
The Data Lab Academy Placement Programme
- What you get
- An MSc data or AI student on a defined project for 8 to 12 weeks.
- What it costs you
- The Real Living Wage, plus the usual employment costs, for the length of the placement.
- Who it is for
- Organisations with a well-defined project. Most are matched between January and April and run from June to September, and it takes about three months from the first conversation to the start.
- When
-
Open: plan now for summer 2027.
Training your team
Funded training for the people who will use it every day.
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Training Colleges, with Scottish Government money through the Scottish Funding Council
New Flexible Workforce Development Fund (2026 to 2027)
- What you get
- Fully funded college training for your staff: up to £15,000 per employer a year, and up to £5,000 per person.
- What it costs you
- The guidance names no employer contribution.
- Who it is for
- Any employer in Scotland that runs, or is working towards, Fair Work practices, for staff earning under £33,000 who are parents or carers of a child under 18 at home, under 24, or care-experienced or disabled and under 30. In Edinburgh it goes through Edinburgh College.
- When
-
Open: training runs from August 2026 to the end of December 2027, while each college’s allocation lasts.
-
Training UK Government, through business schools
Help to Grow: Management
- What you get
- A management course of 12 modules with mentoring and peer sessions. AI is not a module of its own; digital adoption is among the topics some schools list.
- What it costs you
- A £750 joining fee: the government pays the other 90%. Heriot-Watt offers some places free, through bursaries.
- Who it is for
- UK businesses with 5 to 249 employees that have been trading for more than a year. In Edinburgh, Heriot-Watt’s Edinburgh Business School runs it.
- When
-
Running in 2026 to 2027.
gov.uk (opens in a new tab) Sources 18, 19
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Training UK Government and industry partners
AI Skills Boost
- What you get
- Free online AI courses for work, some taking under 20 minutes.
- What it costs you
- Free.
- Who it is for
- Every adult in the UK, according to the announcement.
- When
-
Announced 28 January 2026.
gov.uk (opens in a new tab) Sources 27
Building something new
Tax relief, loans and grants for genuine research and development, or for putting an AI product to work at scale.
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Tax relief HMRC
R&D tax relief
- What you get
- For accounting periods from 1 April 2024, an expenditure credit of 20% on qualifying R&D costs. Loss-making SMEs spending at least 30% of their costs on R&D may claim enhanced support instead: an extra 86% deduction, and a payable credit worth up to 14.5% of the loss surrendered.
- What it costs you
- Nothing up front: it comes through your company’s tax return. Keep records of time and costs from the start.
- Who it is for
- Companies doing genuine research and development: work that seeks an advance in science or technology. Buying, setting up or rolling out an off-the-shelf AI tool does not qualify.
- When
-
Claimed after the year end, for genuine R&D only.
gov.uk (opens in a new tab) Sources 20, 21
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Placement Innovate UK
Knowledge Transfer Partnership
- What you get
- A graduate working in your business on a strategic project for 12 to 36 months, supervised by an academic team.
- What it costs you
- Around a third to a half of the project’s costs, by the size of the business: an SME might expect to put in about £35,000 a year.
- Who it is for
- UK businesses of any size.
- When
-
Open: no closing date.
ukri.org (opens in a new tab) Sources 22
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Grant Innovate UK
BridgeAI Deployment Catalyst
- What you get
- Three competitions of £5 million each (AI for operational systems, for decision-critical systems, and for assurance and compliance), funding projects that put an existing AI product to work in a larger business.
- What it costs you
- The share per project and the intervention rate are not on the summary page.
- Who it is for
- Projects of two or three organisations, led by a UK AI SME whose product is already well developed, with one UK medium or large business deploying it. A small business adopting AI cannot be the deploying partner.
- When
-
Opens 21 October 2026, closes 8 December 2026.
ukri.org (opens in a new tab) Sources 24
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Loan Innovate UK
Innovation Loans
- What you get
- Loans of £100,000 to £5 million for innovative projects close to market.
- What it costs you
- A loan, repaid: the summary page does not give the interest rate.
- Who it is for
- UK-registered SMEs with a close-to-market project with strong commercial potential.
- When
-
Open: expressions of interest, no closing date.
ukri.org (opens in a new tab) Sources 23
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Grant Scottish Enterprise
Research and development grant
- What you get
- A grant towards a large R&D project: the smallest considered is £250,000, and an SME working alone may receive 35% to 50% of its eligible costs.
- What it costs you
- The rest of the project: it looks for at least £1 million of company spend.
- Who it is for
- Companies in Scotland with a substantial R&D project that has not started. The funding is discretionary.
- When
-
Listed as current, but Business Gateway says it is moving to a new grant model: ask before you plan around it.
Closed, full, on hold, or not for Edinburgh
Older articles still mention these. If someone suggests one, ask them to check.
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SMART: SCOTLAND grants · Scottish Enterprise
On hold: no new applications. Scottish Enterprise says a new fund will launch in late autumn 2026.31
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Innovate UK Business Growth · Innovate UK, with Scottish Enterprise in Scotland
New requests are paused for the current planning cycle; existing clients carry on.32
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Strategic Leadership for AI, Data and Technology · Scottish Enterprise
Free, but fully booked until March 2027. New dates are to be announced.33
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Living with AI · The Scottish AI Alliance
Not running: the last course shown ended on 18 March 2024, and the Alliance’s work has moved into AI Scotland.34
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Digital Development Loan, and the DigitalBoost Development Grant · Scottish Government
Closed on 2 May 2023 and 13 May 2023.35
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Innovate UK Smart grants · Innovate UK
Closed to new applications while funding is aligned to Innovate UK’s new direction.36
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Help to Grow: Digital · UK Government
Closed to new applications on 2 February 2023.37
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Edinburgh Visitor Economy Improvement Fund · City of Edinburgh Council
Grants of £1,000 to £15,000 for groups of visitor economy businesses, digital and AI tools included. The first round closed on 2 October 2026; the council says windows will open each year.38
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Made Smarter · Made Smarter
For manufacturers in England only; elsewhere in the UK you can register your interest.39
Before you apply, five things.
The long read, with what each scheme expects of you: paying for an AI project in Scotland.
- 1
Write the problem down
One paragraph: what takes too long or goes wrong, who it affects, and how you would know it had improved.
- 2
Check your data
Where it lives, who owns it, and what you are allowed to do with it. The expert-time schemes ask for data in order.
- 3
Name an owner
Someone with time to work with the experts. Free support still costs your own people’s hours.
- 4
Do not start too early
A grant may not fund work already under way: Scottish Enterprise’s R&D grant, for one, cannot.
- 5
Keep records
Of time and costs, from the first day, if R&D tax relief might apply.
Questions, answered.
Not sure which fits? A free 30-minute AI health check
Are there AI grants for small businesses in Edinburgh?
Not with a published amount. The national AI Adoption Programme mentions grant funding, but its grant sizes are only published for the South of Scotland. Most help in Edinburgh comes as free courses, advice and expert time; the money that is published comes through Interface’s innovation vouchers (£1,000 to £7,500 matched in kind, or up to £20,000 matched in cash and kind), and, for genuine R&D, tax relief.
Is there free AI training for businesses in Scotland?
Yes. The Data Lab’s Introduction to Data and AI for SME Leaders and its From Foundation to Implementation course are fully funded by the Scottish Government, Business Gateway runs free webinars, and the New Flexible Workforce Development Fund pays for college training for eligible staff.
Does buying an AI tool count for R&D tax relief?
No. R&D tax relief is for work that seeks an advance in science or technology. Buying, configuring or rolling out an off-the-shelf AI tool does not qualify; resolving a genuine technical unknown might. Talk to an accountant who knows R&D claims.
Which of these is right for my business?
Start with what you have: just curious, a job in mind, or a project ready to go. If you would like a second opinion on which fits a job you have in mind, that is what our free 30-minute AI health check is for.
Sources
- 01 Business Gateway: the AI Adoption Programme bgateway.com(opens in a new tab)
Weight: primary; the organisation’s own description of its programme Re-checked: every 30 days Last read: 19 October 2026
- 02 Business Gateway: free one-to-one advice, webinars and events bgateway.com(opens in a new tab)
Weight: primary; the organisation’s own description of its programme Re-checked: every 30 days Last read: 19 October 2026
- 03 Business Gateway: “An introduction to artificial intelligence (AI) for small businesses”, 11 November 2026 bgateway.com(opens in a new tab)
Weight: primary; the organisation’s own description of its programme Re-checked: every 30 days Last read: 19 October 2026
- 04 The Data Lab: AI Scotland, the National AI Adoption Programme for SMEs thedatalab.com(opens in a new tab)
Weight: primary; the organisation’s own description of its programme Re-checked: every 30 days Last read: 19 October 2026
- 05 The Data Lab: Introduction to Data and AI for SME Leaders thedatalab.com(opens in a new tab)
Weight: primary; the organisation’s own description of its programme Re-checked: every 30 days Last read: 19 October 2026
- 06 The Data Lab: From Foundation to Implementation, getting SME leaders ready for AI thedatalab.com(opens in a new tab)
Weight: primary; the organisation’s own description of its programme Re-checked: every 30 days Last read: 19 October 2026
- 07 The Data Lab: Problem Definition Workshop thedatalab.com(opens in a new tab)
Weight: primary; the organisation’s own description of its programme Re-checked: every 30 days Last read: 19 October 2026
- 08 The Data Lab: hands-on data and AI support for SMEs thedatalab.com(opens in a new tab)
Weight: primary; the organisation’s own description of its programme Re-checked: every 30 days Last read: 19 October 2026
- 09 Scottish Government: £1.8 million for a second year of AI adoption support (19 August 2026) gov.scot(opens in a new tab)
Weight: primary; the government’s own publication Re-checked: once a year Last read: 19 October 2026
- 10 Scottish Enterprise: digital transformation support scottish-enterprise.com(opens in a new tab)
Weight: primary; the organisation’s own description of its programme Re-checked: every 30 days Last read: 19 October 2026
- 11 Interface: free, impartial matchmaking with universities and colleges interface-online.org.uk(opens in a new tab)
Weight: primary; the organisation’s own description of its programme Re-checked: every 30 days Last read: 19 October 2026
- 12 Interface: innovation vouchers, with the deadlines for the advanced voucher interface-online.org.uk(opens in a new tab)
Weight: primary; the organisation’s own description of its programme Re-checked: every 30 days Last read: 19 October 2026
- 13 Interface: Standard Innovation Voucher, supporting information (PDF) interface-online.org.uk(opens in a new tab)
Weight: primary; the organisation’s own description of its programme Re-checked: every 30 days Last read: 19 October 2026
- 14 Interface: Advanced Innovation Voucher, supporting information (PDF) interface-online.org.uk(opens in a new tab)
Weight: primary; the organisation’s own description of its programme Re-checked: every 30 days Last read: 19 October 2026
- 15 The Data Lab Academy Placement Programme thedatalab.com(opens in a new tab)
Weight: primary; the organisation’s own description of its programme Re-checked: every 30 days Last read: 19 October 2026
- 16 Scottish Funding Council: guidance on the New Flexible Workforce Development Fund for colleges, 2026-27 (SFC/GD/11/2026, 6 July 2026) sfc.ac.uk(opens in a new tab)
Weight: primary; the funder’s own guidance Re-checked: every six months Last read: 19 October 2026
- 17 Edinburgh College: the New Flexible Workforce Development Fund edinburghcollege.ac.uk(opens in a new tab)
Weight: primary; the organisation’s own description of its programme Re-checked: every 30 days Last read: 19 October 2026
- 18 GOV.UK: Help to Grow: Management gov.uk(opens in a new tab)
Weight: primary; the government’s own publication Re-checked: every 30 days Last read: 19 October 2026
- 19 Heriot-Watt University, Edinburgh Business School: Help to Grow: Management hw.ac.uk(opens in a new tab)
Weight: primary; the organisation’s own description of its programme Re-checked: every 30 days Last read: 19 October 2026
- 20 GOV.UK: R&D tax relief, the merged scheme and enhanced R&D intensive support gov.uk(opens in a new tab)
Weight: primary; the government’s own publication Re-checked: every six months Last read: 19 October 2026
- 21 HMRC manual CIRD81910: the DSIT guidelines on the meaning of R&D for tax purposes (2023) gov.uk(opens in a new tab)
Weight: primary; the government’s own publication Re-checked: every six months Last read: 19 October 2026
- 22 UKRI: Knowledge Transfer Partnership ukri.org(opens in a new tab)
Weight: primary; the organisation’s own description of its programme Re-checked: every 30 days Last read: 19 October 2026
- 23 UKRI: Innovation Loans, expression of interest ukri.org(opens in a new tab)
Weight: primary; the organisation’s own description of its programme Re-checked: every 30 days Last read: 19 October 2026
- 24 UKRI: BridgeAI Deployment Catalyst, AI for Operational Systems (one of three competitions) ukri.org(opens in a new tab)
Weight: primary; the organisation’s own description of its programme Re-checked: every 30 days Last read: 19 October 2026
- 25 Scottish Enterprise: research and development grants scottish-enterprise.com(opens in a new tab)
Weight: primary; the organisation’s own description of its programme Re-checked: every 30 days Last read: 19 October 2026
- 26 Business Gateway: support for innovation, research and development bgateway.com(opens in a new tab)
Weight: primary; the organisation’s own description of its programme Re-checked: every 30 days Last read: 19 October 2026
- 27 GOV.UK: free AI training for all adults (28 January 2026) gov.uk(opens in a new tab)
Weight: primary; the government’s own publication Re-checked: once a year Last read: 19 October 2026
- 28 Business Gateway Edinburgh bgateway.com(opens in a new tab)
Weight: primary; the organisation’s own description of its programme Re-checked: every 30 days Last read: 19 October 2026
- 29 Business Gateway Edinburgh: “Make your eCommerce site work for you”, an AI and ecommerce workshop over four days bgateway.com(opens in a new tab)
Weight: primary; the organisation’s own description of its programme Re-checked: every 30 days Last read: 19 October 2026
- 30 City of Edinburgh Council: support for business, including the Export Support Grant edinburgh.gov.uk(opens in a new tab)
Weight: primary; the organisation’s own description of its programme Re-checked: every 30 days Last read: 19 October 2026
- 31 Scottish Enterprise: SMART: SCOTLAND grants, on hold scottish-enterprise.com(opens in a new tab)
Weight: primary; the organisation’s own description of its programme Re-checked: every 30 days Last read: 19 October 2026
- 32 Innovate UK Business Connect: Innovate UK Business Growth iuk-business-connect.org.uk(opens in a new tab)
Weight: primary; the organisation’s own description of its programme Re-checked: every 30 days Last read: 19 October 2026
- 33 Scottish Enterprise: Strategic Leadership for AI, Data and Technology scottish-enterprise.com(opens in a new tab)
Weight: primary; the organisation’s own description of its programme Re-checked: every 30 days Last read: 19 October 2026
- 34 The Data Lab: the Living with AI course page learn.thedatalab.com(opens in a new tab)
Weight: primary; the organisation’s own description of its programme Re-checked: every 30 days Last read: 19 October 2026
- 35 Scottish Government: digital support funding, FOI release (13 March 2024) gov.scot(opens in a new tab)
Weight: primary; the government’s own publication Re-checked: once a year Last read: 19 October 2026
- 36 UKRI: Smart innovation funding guidance ukri.org(opens in a new tab)
Weight: primary; the organisation’s own description of its programme Re-checked: every 30 days Last read: 19 October 2026
- 37 GOV.UK: Help to Grow: Digital closes to new applications (15 December 2022) gov.uk(opens in a new tab)
Weight: primary; the government’s own publication Re-checked: once a year Last read: 19 October 2026
- 38 City of Edinburgh Council: the Edinburgh Visitor Economy Improvement Fund (7 September 2026) edinburgh.gov.uk(opens in a new tab)
Weight: primary; the government’s own publication Re-checked: once a year Last read: 19 October 2026
- 39 Made Smarter: registering as a manufacturer madesmarter.uk(opens in a new tab)
Weight: primary; the organisation’s own description of its programme Re-checked: every 30 days Last read: 19 October 2026
- 40 South of Scotland Enterprise: the AI adoption programme southofscotlandenterprise.com(opens in a new tab)
Weight: primary; the organisation’s own description of its programme Re-checked: every 30 days Last read: 19 October 2026
- 41 Scottish Government: Business Insights and Conditions Survey, weighted Scotland estimates to wave 165, artificial intelligence (9 October 2026) gov.scot(opens in a new tab)
Weight: primary; official statistics, businesses with ten or more employees Re-checked: once a year Last read: 19 October 2026
Checked 19 October 2026. Next scheduled check 12 November 2026. Numbers that move (leaderboards, live indices) are re-checked every 30 days; annual datasets and rules in force every six months; dated research once a year. If something here has gone stale before we got to it, tell us and we will correct it and say what changed.