AI transformation is often measured by how much friction it removes, but not every obstacle in the workplace is waste. Some friction creates opportunities for judgment, mentorship, collaboration, and the development of critical leadership skills. Explore why leaders need to look beyond speed and efficiency when redesigning work with AI, how removing too much productive friction can weaken teams over time, and what organizations can do to preserve the human interactions that build expertise, strengthen decision-making, and prepare the next generation of leaders in an AI-enabled workplace.