TL;DR

A survey by FRP Advisory, reported by Insider Media on Thursday 8 October, suggests AI is helping Scottish mid-market businesses serve customers faster without reliably improving their finances. Among Scottish respondents, 53% said efficiency gains had been cancelled out by rising costs elsewhere.

Faster, with strings attached

The advisory firm questioned 250 bosses at mid-sized UK companies, and Insider Media’s report focuses on the Scottish answers. Speed was cited more often than profit: 53% said AI efficiencies mainly showed up as quicker delivery to customers. Fewer, 47%, reported better margins.

Six in ten Scottish respondents felt more pressure to deliver extra work without charging more, and the same share said customers increasingly expect replies instantly or at any hour. FRP reads the findings as Scottish firms spending their AI advantage on keeping up with competitors rather than on profit, cash flow or resilience.

Callum Carmichael, who is a restructuring partner at FRP, warned of “a dangerous cycle” in which each improvement lifts what customers expect, prompting more investment, so that “businesses can find themselves investing simply to stand still”.

Lenders want proof

A second FRP survey asked 251 British investors and lenders for their view. Of the Scottish respondents, 43% were not confident that borrowers fully account for the cost of adopting AI in their business plans. Asked which AI costs borrowers tend to underestimate, 64% in that survey pointed to cybersecurity and 57% to data infrastructure.

The consequences could reach the cost of borrowing. Where AI readiness is weak or promised benefits fail to arrive, 43% said it could affect lending prices or margins, and the same share said it could undermine trust in a firm’s forecasts. Carmichael expects lenders to ask for proof that any margin improvement is durable, and says firms should have an answer ready for higher costs or slower returns.

Looking forward

The research does not give the number of Scottish respondents within either sample, so the regional percentages should be read with some caution. In our view, the dynamic FRP describes is worth testing beyond Scotland. If faster service quickly becomes the standard customers expect, the margin case only holds when a business tracks what the tools and their security cost against what it can actually charge. For firms seeking finance, the lender findings suggest that costing will feature in the conversation.