When AI systems take over data gathering, report preparation and part of routine coordination, companies may need fewer management layers. The same change, however, removes activities through which younger employees learned to understand operations and prepared for decision-making roles. Savings from a flatter hierarchy therefore need to go hand in hand with a new system for developing managerial judgment.
