“Bridge the gaps. Build trust. Scale AI with confidence.”- November 13, 2025 | 11 AM EST

AI promises transformation, but most enterprises are still held back by critical air gaps once they want to move beyond experimentation. They lack a proper way to oversee AI use cases, agents, and models—leaving results opaque and risks unmanaged. At the same time, metadata remains largely manual and inconsistent, while the documents, conversations, and content that hold the richest business insights stay locked away—unusable, ungoverned, and invisible to AI. Together, these blind spots break the AI value chain and prevent organizations from scaling with confidence.

In this keynote session, data leaders will share what it really takes to fix the AI value chain. He will outline the key parameters every enterprise needs to put in place—spanning unified governance of data, models, and agents—to move from fragmented pilots to scalable, trustworthy AI. Drawing on Collibra’s experience shaping data governance globally, they will highlight how organizations can turn governance from a bottleneck into the enabler of AI innovation at scale.