Active metadata offeringreal-time context on upstream data changes affecting AI systems is essential. Extensive metadata for AI models ensures traceability and transparency.
Continuous validation via statistical analysis and drift monitoring is vital to ensure high-quality data for AI. Tools enabling data observability are imperative.