The idea of establishing a CC or COE in AI is not particularly radical. In one recent survey of U.S. executives from large firms using AI, 37% said they had already established such an organization. What should that group do? They should create the AI vision, identify use cases, determine the appropriate level of ambition, create a data architecture, manage external partners, identify AI “champions” within the company, and share success stories.