The latest Bank of Scotland business barometer has found that 54% of firms in Scotland intend to bolster investment in artificial intelligence skills in the coming year, highlighting a widespread corporate belief that AI competence will be central to future competitiveness.
What the figure means for businesses and workers
At face value the result underlines how quickly AI has moved from an experimental add‑on to a strategic priority for many companies. For employees, the shift will intensify demand for retraining and may alter the pay structure for a range of roles. Employers told the Bank of Scotland they are preparing to spend more on skills rather than only on hardware, signalling that human capital is being viewed as crucial to capture value from new technologies.
That reallocation of spending has three practical consequences.
- Training budgets will come under strain — firms will need to fund upskilling or face skills shortages that can hinder productivity gains. For many smaller companies, this will require either reallocating existing budgets or finding new sources of finance.
- Wage polarisation risks — increased pay for specialist AI roles could push up wages at the top of occupational ladders while leaving routine roles exposed to automation and stagnating pay unless employers choose to redeploy those workers into higher‑value tasks.
- Recruitment pressures — if local labour markets do not supply enough AI‑capable workers, businesses may compete for talent, increasing recruitment costs or turning to external providers and consultants.
Context and caution
Surveys that ask about future intentions capture ambition as much as immediate action. A stated plan to increase investment does not guarantee execution — firms routinely face barriers such as cashflow constraints, competing priorities, and the practical difficulties of training staff in complex technical fields.
The barometer does not detail how much firms expect to spend, which industries will lead the charge, nor whether the investment is aimed at hiring new specialists, upskilling existing staff, or contracting external services. Those distinctions matter for how swiftly the skills gap will close and where wage and employment effects will be felt.
Public policy will be critical in translating business intent into workforce readiness. Where employers cannot meet training needs in‑house, governments and training providers may need to step in to offer scalable, affordable programmes. The cost of such interventions will be weighed against the potential productivity gains firms seek from AI.
Policy and market implications
For policymakers, the Bank of Scotland finding is both an opportunity and a challenge. Encouraging employer investment in skills could raise long‑run productivity and wages, but without coordinated training pathways there is a risk of uneven outcomes — pockets of high‑paying AI work alongside weaker prospects in sectors slower to adapt.
For investors and lenders, firms signalling higher spending on human capital may be viewed as making strategic, long‑term investments rather than short‑term cost increases. Lenders will want clear plans showing how skills investment converts into productivity improvements and revenue growth.
| Metric | Value |
|---|---|
| Proportion of Scottish firms planning to increase AI skills investment | 54% (Bank of Scotland business barometer) |
Ultimately, the headline figure points to a broad shift in corporate priorities. Whether that translates into higher wages, more resilient businesses and better jobs will depend on the depth of the investment, the ability of training providers to meet demand and the choices firms make about how to deploy AI alongside their workforces.
Businesses have signalled intent; the coming year will reveal how many can turn those plans into tangible upskilling and sustained productivity gains.
