The Expertise Upheaval

Generative AI isn’t just changing workflows—it’s changing how people get good at work. This report shows where AI is compressing time-to-mastery, where it’s stripping away the entry-level rungs that used to build expertise, and what that means for teams, talent pipelines, and mobility. Leaders will find a clear, accessible map of which roles open up as AI lowers technical barriers and which become harder to enter as junior tasks disappear—plus practical guidance on reorganizing teams, rebuilding on-ramps, and widening hiring pools. Read the full report to discover what's what’s shifting, what’s at risk, and where the biggest opportunities lie.