Metadata Management involves organizing, maintaining, and utilizing data that describes other data's structure, content, and relationships. It ensures data is easily discoverable, accurately understood, and efficiently managed across systems. Effective metadata management enhances data quality, supports data governance, and facilitates interoperability, enabling organizations to leverage their data assets for better decision-making and AI application deployment.