Automation of network management, often through artificial intelligence and machine learning, holds great potential for helping businesses keep pace with rapidly expanding and complex distributed networks. But most organizations are reluctant to hand over all responsibility to intelligent systems. Change management to overcome AI skepticism, as well as gaining more experience using AI/ML, will build confidence and help drive adoption.