Systems and methods are disclosed for managing predictive bottleneck models. The system receives, from a user device, bottleneck data indicating a bottleneck within a facility. The system compiles, based on the received indication, contextual data associated with the bottleneck. The system analyzes the bottleneck data and the contextual data conjunctively and determines a relationship between the bottleneck data and the contextual data. The system updates a predictive bottleneck model based on the determined relationship.