How I help.

There is pressure to ship AI, and more ideas than certainty. Shipping the wrong thing, at the wrong time, for the wrong reasons creates more debt than it resolves.

I help leadership teams define what they are actually trying to achieve with AI, then turn that into a small number of decisions the organisation can act on.

The result is a clear direction: what to build, what to leave alone, and why.

The ambition is clear but delivery has stalled. Pilots do not reach production, and it is hard to tell whether the cause is the data, the architecture, the governance or the way teams are organised.

AI changes how software teams need to be organised and how products need to be governed. Most operating models were not designed for this.

I look at the platform and the operating model together, and give you an honest account of what stands between the plan and production.

A programme is already in motion and the decisions are live. You need experienced technology leadership now, before or instead of a permanent hire.

This is not a strategy exercise. I stay close to the decisions and the people making them, not only the deck reviews.

I am not sold on any particular vendor, platform or methodology. The only goal is execution that holds.