AI value is created when an answer is trusted, acted on, embedded into a process and measured against a business outcome.

As enterprise AI moves from experimentation to scale, early friction should be treated as a leadership signal.

AI value is created when an answer is trusted, acted on, embedded into a process and measured against a business outcome.