22/09/2026
Agentic AI is scaling. But mostly if you're a £1bn+ turnover business. Why?
New McKinsey data: 40% of large enterprises (£1bn+ revenue) are now scaling AI agents, up from 27% last year. Smaller organisations? Stuck flat at 22%, same as last year.
That gap isn't about ambition. It's about infrastructure.
Big companies aren't succeeding because they have smarter AI. They're succeeding because they built the data foundations, governance and integration layers to let agents actually do something useful, safely, at scale.
Smaller teams often skip that groundwork and go straight for the shiny agent demo. Then wonder why it stalls at pilot stage.
If you want your AI agents to scale, not stall, the work starts before the agent does.
Source: McKinsey, "The State of AI" — mckinsey.com/capabilities/quantumblack/our-insights/the-state-of-ai