Use cases

Where could AI create useful business value? Compare opportunities, test assumptions, and identify the evidence and resources needed for the next decision.

Which steps should change before AI is introduced? Map the work, handoffs, exceptions, and human decisions, then define a focused test and useful measures.

Who owns decisions, delivery, and oversight? Compare centralized, federated, and hub-and-spoke models against your business needs and available capabilities.

What helps or hinders appropriate AI use? Listen across roles, understand concerns, and design practical support, training, and clear decision authority.

Where would a better customer experience matter most? Use customer evidence to compare opportunities, including AI where useful, and define what should improve.

Should we buy, build, partner, or improve the process first? Compare full costs, dependencies, vendor claims, and the evidence needed for a responsible commitment.

What knowledge do people need to make sound decisions? Identify useful sources, experienced colleagues, and gaps at handoffs or role changes before choosing a solution.

Which C-suite question could develop your next leaders? Give a cross-functional team protected time, coaching, and sponsor access to build a defensible recommendation.