A system and method are provided for automatically applying configuration recommendations to a wireless network. Configuration recommendations are received from an artificial intelligence (AI) radio resource management (RRM) recommendation engine, and an auto-pilot functionality automatically applies some (or all) of the recommendations to the network, reducing the network administrator's workload. The wireless network receives user inputs for timing, RF frequencies, zones (e.g., building and RF groups therein), risk tolerances, etc. that control configuration policies for how the configuration recommendations are automatically applied to the wireless network. User inputs can be received through a GUI that organizes the types of configuration recommendations into sets (or categories) and associates these sets with respective conditions controlling if/when the respective sets are automatically applied to the network. In addition to facilitating user inputs, the GUI also provides user feedback by reporting on the configuration recommendations received and implemented by the auto pilot.