In an era when AI shapes every competitive edge, enterprises must ensure the data fueling it is trusted, consistent, and real time, or risk falling behind. A modern AI-enabled data fabric provides the intelligent foundation for delivering trusted, accessible, and governed data for analytics and AI workloads. This report outlines the reference architecture for enterprise AI data fabric, providing guidance to help organizations maximize value, enhance data agility, and drive innovation across the business.