Processes, apparatuses, and systems associated with usage and contextual-based elevator operations management that have the capability to learn and to constantly adapt to usage patterns on a temporal basis through continuous monitoring of elevator journeys. An elevator journey may include a start and termination floor for an individual. Elevator journey data may be used to predict patterns of usage and maybe used, for example, to optimize the number of elevators operational at any time, determine the optimal parking position of each elevator, and/or determine an efficient allocation of elevators to groups or related floors.