The definitive guide of AI Capability Building for practitioners, managers, organizational leaders, and executive sponsors. This guide moves beyond data science theory to provide a pragmatic, end-to-end framework from designing to building a scalable, self-sustaining, high-performance Data and Analytics functions. Learn how to transform strategy into a commercialized function, institutionalize durable processes that help convert technical output to business outcomes. Finally, we'll cover how to apply these frameworks and concepts to AI in a structured way to drive measurable business value.