YouTube Link for short Talk: https://youtu.be/tcp3ItlGWfg Many organizations invest heavily in data platforms, dashboards, and AI initiatives — yet data quality and governance challenges continue to persist. In large enterprise environments, data issues are often less about technology and more about fragmented ownership, inconsistent controls, unclear lineage, and remediation accountability. Sustainable data transformation requires operational governance — where ownership, c

YouTube Link for short talk : https://youtu.be/koNNzeSbV8s Many organizations treat data problems as technology problems. In reality, they are ownership and control problems. In areas like Data Office and Anti-Financial Crime, data doesn’t fail because it doesn’t exist; it fails because it isn’t clearly owned, governed, or consistently controlled. If we want data to scale, we need to move beyond tools and focus on the systems around data: ownership, decision rights, and contr