November 18, 2025

The Observability Engine: Scaling Data Trust with Active Metadata

As data platforms grow, they often become black boxes. How do you ensure reliability and trust without slowing down innovation? Mahdi reveals how to build a scalable data observability practice fueled by active metadata. Discover real-world strategies for using metadata to power governance at scale, implement policy-based monitoring, and leverage AI to detect anomalies before they impact users. This session provides a blueprint for embedding trust and control directly into your data fabric, enabling teams to move faster, with confidence.