This episode of TechDogs Discover Dialogues explores how generative AI has rapidly evolved from experimentation to an enterprise-critical capability. In a conversation with Nikhil Sonawane, Vivek Kompella, Director of Enterprise Data & AI at Informatica, shares a pragmatic view on what it takes to move AI initiatives from pilots to real business impact—highlighting the growing importance of data trust, governance, and leadership alignment.
Drawing on nearly two decades of experience across data engineering, analytics, and AI leadership, Vivek explains why many organizations struggle to scale AI. While pilot projects drive learning, they often stall due to weak business alignment, unclear success metrics, and data environments that are not designed for long-term, production-ready deployment.
A key focus of the discussion is Generative AI
and the foundational role of trusted, well-governed data. Vivek emphasizes that semantic data models, consistent definitions, and embedded governance are essential to avoid fragmented insights and build confidence in AI-driven decisions. The episode concludes by reinforcing that sustainable AI success depends as much on people and culture as on technology, with leadership playing a central role in aligning teams around shared business goals.