Architecting the AI Enterprise with Unqork

In this episode, Jeff McMillan, former Head of Firmwide AI at Morgan Stanley, shares his journey from data quality engineer to leading AI at Morgan Stanley, where he led the rollout of secure generative AI platforms to 80,000 employees. Together with hosts Gary Hoberman and Dave Ferrucci, Jeff explores how enterprises can realistically deploy AI at scale—and why success depends less on models and more on architecture, governance, and organizational clarity. 

Alla Whitston (CIO of MUFG Americas) shares her journey from technologist to business-focused technology leader, emphasizing that true impact comes from deeply understanding business problems. Then, she, Gary and Dave explore how AI is reshaping enterprise architecture and shifting the role of CIOs toward governance of both human and artificial intelligence. Finally, they discuss the risk of uncontrolled AI-generated code, stressing the need for guardrails, accountability, and strategic alignment across business and technology.

The future of AI architecture is here—and it’s more transformative than you think.Imagine AI tools that don’t just generate code but govern entire enterprise operations seamlessly. Sound impossible? Experts Gary Hoberman and Dave Ferrucci unravel how AI is rewriting the rules of speed, security, and governance in today’s complex business landscapes.