Prepare trusted, structured, and governed data for AI at scale.
Current-state review for quality, accessibility, and integration constraints.
Standardize key datasets for analytics, retrieval, and model compatibility.
Define ownership, lineage, and access controls for compliant operations.
Implement monitoring for freshness, drift, and reliability thresholds.
