Five Things UK Manufacturers Got Wrong When They First Tried AI on the Production Line
UK manufacturing AI adoption sits at 19–26 per cent, well below the national average of 35 per cent. This article examines the five recurring mistakes — perpetual piloting, dirty data, over-scoped rollouts, oversized models, and ignoring the shop floor — that explain why 42 per cent of UK firms scrapped their AI projects in 2025. It includes real failure statistics, a mistakes-and-fixes reference table, cost comparisons, and a practical checklist for getting it right on the second attempt.