This eBook introduces the concept of an AI Data Clearinghouse—a governed, business-contextualized data layer designed to support agentic and generative AI. It explains why most enterprise AI initiatives fail due to fragmented systems, governance gaps, and lack of business context. The guide shows how trusted, contextualized data enables autonomous AI systems to make reliable decisions at scale. It emphasizes auditability, lineage, and business-user involvement in data preparation. By transforming enterprise data into AI-ready assets, organizations can accelerate AI deployment while reducing risk and increasing confidence.

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