Where We Fit in Scotland's AI Strategy
Scotland's AI Strategy calls for SME adoption programmes, readiness tools, and AI governance. Here's how our work at Octonion Technologies aligns with what the strategy is trying to build.
The strategy wants what we already do
In our previous post, we reviewed Scotland’s AI Strategy 2026-2031 using three independent AI models and published the full analysis on GitHub. The strategy is ambitious, honest about the challenges, and puts SME adoption front and centre.
Reading it, we kept noticing something: the programmes and tools the strategy proposes building are things we already deliver. Not in theory, but in practice, with real businesses, right now.
This isn’t a coincidence. We built Octonion Technologies because we saw the same gap the strategy describes: Scottish SMEs know AI matters but don’t have enterprise budgets, dedicated AI teams, or a clear place to start.
What the strategy proposes vs. what already exists
The strategy’s Layer 2 (Adoption and Skills) commits to several actions by March 2027. Here’s how they map to work we’re already doing:
A standardised AI readiness tool for SMEs
The strategy proposes building one. We’re already running one. Our AI Readiness Assessment is a free self-serve tool that scores businesses across five dimensions — data, technology, people, culture, and governance — and produces a report with specific recommendations. It’s built for businesses without dedicated AI teams, and it takes hours, not months. For deeper, facilitated work, we offer a paid version that goes further into bespoke recommendations.
The strategy doesn’t need to build this from scratch. The approach is well understood. The challenge is getting structured assessments to more businesses.
An AI Leadership Academy for SME leaders
Our AI Opportunity Discovery Workshop does something similar. Built on our AI Opportunity Framework (AIOF), the workshop follows a structured process (Context, Discovery, Prioritise, Plan (CDPP)) to help leadership teams identify 10-20 AI opportunities, score them against business impact and feasibility, and build an implementation roadmap. It’s practical, structured, and grounded in what the business actually needs, not what’s trending on LinkedIn.
Modular AI literacy training on practical use cases and ethics
We run this through our advisory service and risk workshops. We don’t teach people how neural networks work. We help them understand which AI tools are worth evaluating, what the risks are, and how to make informed decisions. That’s the literacy that matters for business leaders.
AI governance aligned with international standards
The strategy advocates for EU AI Act alignment and OECD principles on a statutory footing. That’s the Scottish Government’s direction of travel, not UK law today — but for businesses selling into the EU, operating in regulated sectors, or deploying higher-risk AI use cases, governance requirements are already real.
Our AI Policy Development service helps businesses build governance frameworks scaled to their actual risk exposure. For lower-risk SMEs, that’s a lightweight internal policy. For businesses with EU market exposure or regulated-sector obligations, we align to ISO 42001, the EU AI Act, and NIST AI RMF as appropriate. The point is to match the framework to the business, not bolt on a 200-page compliance manual because it sounds impressive.
For a quick starting point, our free Policy Wizard generates a baseline AI policy you can iterate from, and the Policy Scanner reviews an existing policy for gaps. Both are useful before (or instead of) a full engagement.
Why this matters now
The strategy’s own numbers tell the story:
- 61.9% of Scottish SMEs are not using AI
- The existing SME adoption programme reached roughly 500 businesses out of ~360,000
- Only 30.7% of businesses currently use AI, and many leaders report low confidence in doing so safely
The gap between where Scottish businesses are and where the strategy wants them to be is enormous. The programmes the strategy promises won’t launch until 2027 at the earliest, and even then they’ll need delivery partners to reach businesses at scale.
We’re not waiting for that. We’re working with businesses now.
How we think about AI adoption
Our approach aligns with the strategy’s principles but differs in one important way: we start with your business, not with AI.
The strategy talks about “harnessing the potential of AI to drive responsible and inclusive growth.” That’s a fine purpose statement. But when you’re running a business with 20 or 50 or 150 people, you need something more specific: where exactly will AI save us time? Where will it reduce errors? Where will it help us make better decisions? And what are the risks?
That’s what our workshops answer. We use structured frameworks because good frameworks beat gut instinct, and we focus on business problems because the best AI projects start with a problem worth solving, not a technology looking for a use case.
What comes next
Scotland’s AI Strategy is a signal that government support for SME adoption is a priority. Regulation is evolving unevenly across jurisdictions, and standards like ISO 42001 are becoming more relevant for businesses with the exposure to warrant them. The businesses that will benefit most from government programmes, from regulatory clarity, from competitive advantage are the ones that start preparing now.
If your business is thinking about AI but hasn’t taken the first step, or if you’ve tried AI tools but aren’t sure how to adopt them responsibly, that’s exactly the kind of work we do.
We offer a free initial conversation to understand where you are and whether a structured approach would help. No pitch deck, no pressure, just a practical discussion about your business and where AI might fit.
Get in touch and we’ll take it from there.