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The article explains how AI streamlines disk usage analysis by ingesting filesystem metadata, engineering features (size, age, access), and applying clustering, classification, and anomaly detection. It highlights predictive capacity planning, duplicate/orphan file cleanup, actionable dashboards, and governance considerations around privacy, cost, and policy enforcement.