Part 7/13:
AI models help identify redundant data versions, optimize storage, and automate cleanup, mitigating costs especially associated with versioning in cloud storage. For example, AI detecting stale or duplicate data can trigger automatic archiving or deletion, substantially reducing storage expenses.
7. Metadata Management and Data Cataloging
With immense data volumes, maintaining accurate metadata is paramount. AI automates metadata discovery, classification, and tagging—crucial for compliance and data governance. This involves scanning datasets, extracting contextual information, and updating data catalogs dynamically.