The hard part is not choosing the model. It is changing how work gets done.
Most organizations do not need more AI theater. They need a practical way to decide where AI belongs, what should change first, who owns the handoffs, and how adoption becomes part of the business.
That is an operations problem with a technology layer. My work sits at that intersection: translating opportunity into a shared plan, a workable system, and momentum that leadership can see.