More important than a hallmark of visionaries, being ahead of the curve is critical in outcompeting the market. However, pushing too far ahead can leave your organization adrift in a state of permanent priority swaps. This burns resources on constantly changing direction instead of delivering results.

Innovative leaders position themselves at the edge of practical readiness of AI adoption: advanced enough to capture competitive advantages, yet stable enough to deliver real value. Yes, an AI Center of Excellence (CoE) is a necessary antidote to shadow IT, as it provides oversight, compliance assurance, and support for complex development. But success depends on integrating AI across processes, data flows, and organizational structures. Effective AI governance uses central functions to support and enable the edges while avoiding fragmentation. This allows the entire organization to operate and adapt effectively.