An Engineered Labor Standards (“ELS”) scheduling system prepares preliminary estimates of task durations based on a subset of the conditions affecting task duration, then later prepares adjusted estimates when more information about the conditions becomes available. The actual time a resource spends performing the task is measured, and the estimates and measurements are stored in a database.