Patrik Liu Tran

What happens when underlying data foundations can’t support the race to deploy cutting-edge AI and agentic analytics, resulting in "garbage in, garbage out"? This essential keynote panel will move past theoretical discussions to deliver practical strategies for hardening your data quality, establishing clear data ownership, and leveraging lineage as a powerful enabler. Join us to learn how to transform data fundamentals into the non-negotiable prerequisite that unlocks scalable, trustworthy AI initiatives and drives optimal, efficient business operations.

• Hardening data quality at scale
• Transforming ownership into a business driver
• Integrating lineage for context-rich decisions
• Building future-proof governance