Rapid 10-minute talks to spark discovery. One problem, one approach, one result.

• Explore why traditional "Data Lakes" are dangerous for Agentic workflows and how shifting to a "Semantic Data Product" strategy creates the governed, context-rich environment required for AI at scale. - Catalina Herrera, Dataiku
• Selecting the right AI tool for each task based on a balance of cost, latency, and accuracy to optimize overall system performance and ROI. - Meenakshi Mishra, Principal Data Scientist, ExxonMobil
• Determining the optimal points for human-in-the-loop interaction to maintain safety and control without creating unnecessary bottlenecks.