Inna Tokarev Sela - #TrueDataOps Podcast Ep. 41

Kent sits down with Inna Tokarev Sela, founder and CEO of illumex.ai to discuss the intersection of DataOps and Generative AI. Sella introduces the concept of a generative semantic fabric, which integrates knowledge graphs and vector databases to provide context and reasoning for enterprise data. The discussion emphasizes that robust governance, metadata management, and human-in-the-loop certification are essential for preventing AI hallucinations and ensuring trust. Sella argues that the cost of implementing DataOps is lower than the risks of operating without it, especially as businesses move toward automated analytics.

Inna's career reveals a consistent theme: bridging the gap between data investments and decision-making. She previously held roles as VP of AI at Sisense and Senior Director of Machine Learning at SAP. An inventor with multiple patents, she speaks frequently at top data and AI conferences. Inna holds an MSc in Information Systems focused on neural networks and completed the Stanford MBA executive program. She also leads the Women in Data Israel chapter.