How Scotland can turn AI ambition into lasting economic value, guest blog by Version 1 CEO Roop Singh

With the Scottish Government launching its new AI strategy for the next five years and launching AI Scotland to help businesses adopt the technology, the direction of travel is clear.  But Scotland could still be at risk of missing the AI boom.

There is no shortage of talent, the challenge is what happens next, because too many good companies reach the point where they need to scale - and suddenly Scotland becomes the place they used to be based.

You can see the pattern.  Founders from Scottish universities build an early team in Edinburgh or Glasgow supported by local investors.  Then the big decisions drift as cloud and computing is bought elsewhere, senior posts are created in London or in the US, and clients are increasingly served from outside Scotland.

When that happens, the region loses more than jobs, it loses tax receipts, supplier spend, experience, and the next wave of spinouts.  AI can only be transformational when it’s turned into working services.  That needs problems worth solving, enough computing power and people who can build, integrate and run systems safely.

Scotland is strong on research, and more investment in compute is arriving.  The weaker link has been delivery, or put simply, the engineering and operational muscle that gets AI out of a demo and into a call centre, a hospital ward or a council office.  The question for Scotland is not whether it can invent, it is whether it can repeatedly deliver.

Version 1 recently announced the acquisition of CreateFuture, a Scottish business built around the hard work of making technology stick, turning AI ideas into systems that operate inside real organisations.

Keeping more of that capability based here is very different from watching it be absorbed and directed from somewhere else.  When delivery happens locally, so do the rewards, because investment follows the expertise, and clients reinvest where the teams sit.

Version 1 has already been delivering in this way for the Scottish Government’s Agriculture and Rural Economy (ARE) Directorate, helping to maintain and modernise the digital services that farmers and crofters rely on, enhancing the very fabric of Scottish society and a key part of its economic engine.

That is the wider point - when Scotland builds deep, long-term capability, it keeps more of the true value, the experience, the senior jobs, the supplier spend, and the tax money, instead of watching it leak away as firms scale.

Scotland can be a place where AI businesses stay, scale, and lead.  We have seen how clustering works, but to have the same pull in AI big decisions need to be made. Public procurement should reward delivery capability, not just glossy pitches.  Employers need routes that grow engineers into leaders here.  And we need the practical infrastructure of compute, data access, and secure environments that enable teams to ship real systems, not prototypes.

CreateFuture joining Version 1 is one step towards a stronger Scottish base for AI delivery.  But Scotland should be aiming higher than individual deals.  The prize will be when the next Scottish AI success story scales up in Scotland, not away from it.