Building expertise in the age of AI: Who trains the next generation?
Your training playbook is broken. Here's how to rebuild it for an AI-native workforce.

Why it matters
As AI automation eliminates traditional entry-level roles, organizations must redesign talent development systems to create sustainable expertise pipelines. This addresses a critical gap for leaders managing workforce transitions in an AI economy.
The key facts
7 to knowMcKinsey framework: integrate knowledge management, role design, learning, and coaching
Focus on entry-level work disruption and expertise development in AI era
Organizational strategy piece on talent development, not a breaking announcement
AI reshaping entry-level work and career progression
Need to integrate knowledge management, role design, learning, and coaching into single system
Organizational expertise development must be rethought for AI era
Published by McKinsey — implies broad enterprise survey/research foundation
Go to the source
McKinsey Insightsmckinsey.com
Publisher excerpt: As AI reshapes entry-level work, organizations should rethink how expertise is developed by integrating knowledge management, role design, learning, and coaching into a single system.
