This whitepaper highlights the critical role of reliable data in today’s enterprise landscape, where vast amounts of unstructured information often become outdated, inconsistent, or duplicated. Such issues create inefficiencies, compliance risks, and undermine AI initiatives, leading to inaccurate or hallucination-prone results. This whitepaper emphasizes the need for automated, AI-driven data management solutions to ensure high-quality, up-to-date information that enables AI readiness and improves generative AI performance.