Is your AI failing because of the model or because the business around it is not ready?

AI pilots often look strong in demos.

But when ownership is unclear, workflows stay manual, systems do not connect, and teams do not trust the output, the value disappears.

The real question is not “Which AI model should we use?”

It is “Do we have the operating model to make AI work at scale?”