Why do so many AI initiatives lose momentum after launch? This guide explores why AI rollouts stall and how structured change management drives lasting adoption. Learn why installation is not the same as behavior change, the common mistakes organizations make, and the five essential elements of successful AI transformation: executive sponsorship, stakeholder alignment, communication architecture, workflow-based training, and reinforcement. Discover practical frameworks, readiness diagnostics, and leadership strategies that help Directors and VPs turn AI deployments into sustainable organizational change and measurable business outcomes.