This session introduces a capability‑driven approach to sourcing AI services safely and at scale. IT SPVM leaders will learn how to align AI ambition with organizational readiness, control scope and consumption risk. Evaluating suppliers across five capability dimensions and translating gaps into sourcing and contracting decisions that reduce risk, strengthen governance and protect long‑term value.