AI

The tooling question gets settled in a quarter. The harder change is what managers do all day, and that one takes years.

AI

Hours saved is not a benefit. It is an input to a benefit, and the step in between is where most AI business cases fall apart.

AI

Controls get framed as the thing slowing AI down. In the programmes that ship, they are the reason anything reaches production at all.

AI

You would never let a contractor into your systems without an identity, an owner and an end date. Most organisations are doing exactly that with agents, at speed.

AI

Microsoft 365 Copilot, Copilot Studio or Foundry. Three questions settle it, and getting the answer wrong is expensive in both directions.