Abstract: Methods and computer program products for automated experimental design include software that reduces controls, schedules incubation times, and generates work list commands for controlling a robot to perform multiple experiments. The software allows the user to automate many of the steps conventionally required in designing experiments. As a result, assay creation time is reduced and throughput is increased.