A device may receive a history of call volumes and statistics for a call queue. The device may also receive, for each of a number of agents that are associated with the call queue, a work schedule. The device may determine a projected call occupancy for the call queue based on the history of call volumes for the call queue and the work schedules; select a subset of agents, among the number of agents that are associated with the call queue, that are not needed to handle calls in the call queue during a time for which projected call occupancy is below a first threshold; and assign tasks, for the time, to the subset of agents.