The AI field “is scaling faster than the systems around it can adapt,” warns the 2026 Stanford AI Index. Seventy-one per cent of UK CEOs say they are already redesigning roles and career paths for AI collaboration. But challenges remain on return on investment: we know that it’s there, but it can often be difficult to work out.