How to Go from AI Power User to AI Leader

A single fact from the episode lands early: across dozens of enterprise engagements, the highest-ROI transformation activity is not a new tool or a training program for everyone—it is a well-structured internal champions program. The hosts, Nathaniel and Nufar, spend the episode unpacking what that actually means, drawing on real cases where these networks succeeded or fizzled.

The core distinction: ambassador vs. builder

The episode’s central move is to define the AI champion role on a spectrum. At one end is the ambassador—the best user on the team who spots use cases, trains peers, and funnels needs to central teams. At the other end is the internal FDE (fully deployed engineer)—a builder embedded in a business team who can take an idea from concept to production. Most companies land somewhere in between, on what Nufar calls the ambassador-builder: someone who builds for their immediate team within a defined scope, and beyond that acts as a product manager, gathering requirements and handing them off to vendors or internal engineering.

The key insight is that companies often fail to clarify where on this spectrum they want their champions to sit. That ambiguity leads to mismatched expectations, wasted training, and champions who are either underutilized or over their heads.

How to build a network that doesn't die after the kickoff