Rethinking the L&D Operating Model: Tom Kupetis and Brandon Dickens on The Learning & Development Podcast

AI is doing more than accelerating content creation. It is exposing limitations in the way learning functions have traditionally been structured and measured. In an episode of The Learning & Development Podcast, host David James joins Tom Kupetis of St. Charles Consulting Group and Brandon Dickens of NIIT to examine why static content, standardized curricula, and reactive service models are increasingly misaligned with the needs of the business.

Their conversation reframes the future L&D operating model around action learning and performance. Rather than primarily managing course production, learning professionals must work alongside the people doing the work, diagnose the conditions affecting performance, and design support that helps employees make better decisions in real situations. That shift requires L&D practitioners to operate more like business consultants than order takers.

Tom and Brandon also explore how AI can make apprenticeship-style development possible at greater scale. When expertise and coaching can be brought closer to the moment of need, development no longer has to depend entirely on formal programs or one-size-fits-all pathways. The opportunity is to combine human experience, learning science, business context, and AI-enabled coaching to support practice and application in the flow of work.

For learning leaders, this changes both the role and the standard of success. L&D must become more deeply embedded in the business, use data to anticipate capability and performance risks, and demonstrate value through measurable outcomes rather than training volume. The episode makes the case for a function that acts as a sensing engine—identifying emerging performance needs and helping the organization respond before those gaps become business failures.