AI transformation requires more than choosing the right tools or launching successful pilots. A practical AI transformation playbook helps organizations turn experimentation into lasting change by identifying high-value processes, redesigning workflows, building human capabilities, and creating governance that supports adoption at scale. Explore the Four-Layer Adoption Architecture of Signal, Design, Practice, and Embed, along with an AI readiness diagnostic and a practical 30-day roadmap for moving from isolated AI pilots to sustainable, organization-wide transformation.