Abstract: Methods, systems, and non-transitory machine-readable media encoding instructions for managing a fleet of autonomous mobile robots in a facility. In one aspect, a computer-implemented system for managing a fleet of autonomous mobile robots in a facility can include a log of characteristics of cycle times of communications between the system and the autonomous mobile robots in the fleet over time, and an analysis component configured to determine, based on the logged characteristics of the cycle times, i) a location in a facility at which or ii) a time of day during which or iii) equipment used in communications between the system and the autonomous mobile robots in the plurality that are either inadequate or deficient. Each communications cycle includes wireless transmission of test signals to a plurality of the autonomous mobile robots in the fleet and receipt of responses to the test signals transmitted wirelessly from each of the autonomous mobile robots in the plurality.