An information handling system includes an application processor that executes instructions of an intelligent energy management system that determines energy demand estimation based on component device utilization data from a group of client information handling systems. The information handling system includes a power policy engine that determines a timeseries power cost estimation based on the energy demand estimation, day and time of energy usage, and energy rate for the time and location.