AI Operating Model

If every AI problem in your organization sounds unique, your diagnosis is still too shallow. Go one level down and the same five structures keep reappearing. Naming the category is what turns chaos into a plan.

When an AI program feels off but no one can say why, the instinct is to launch another initiative. The faster move is to read the signals you already have. Here are seven, and the structural gap each one points to.