
The 40-Year Disruption: AI as Catalyst, Not Cause
Interview with Dr. Ed Hoffman and Joti Balani — Closing Live Day Keynote Presenters, IPM Day 2026 Every organization talking about AI failure is asking the wrong question. They are asking, “which tool?” Dr. Ed Hoffman spent 33 years at NASA learning the only question that matters: “Do you understand what you’re governing?” Joti Balani has spent the last three







