Organizations investing in AI readiness find that training alone does not produce business impact because it doesn’t change how work gets done or how AI is adopted. Structural barriers—outdated processes, missing governance, and roles not aligned with AI—limit adoption. Leading organizations redefine operating models by integrating AI into workflows, updating job descriptions, establishing governance, and creating performance-based incentives. They conclude readiness requires organizational redesign and change management, not just skill training.
The AI Workforce Myth: Why Training Won’t Deliver Readiness
