AI doesn’t create organisational problems.

AI is not the cause of organisational dysfunction. It reveals it by increasing volume, speed and visibility. And it removes the margin for error that used to hide them.

For years, people quietly filled the gaps between roles, decisions and processes. Human judgement absorbed ambiguity. Workarounds kept things moving.

AI changes that.

When volume increases and decisions surface faster, anything unclear becomes noisier or messier. Anything ambiguous escalates. Anything without clear ownership pulls senior leaders in.

This is why many AI initiatives feel underwhelming. It’s not because the technology doesn’t work - it does - but because it’s being layered onto ways of working that were never designed to operate with it.

And when buffers disappear, the pressure only increases.