Abstract: Systems and methods for personalizing actionable energy management based on disambiguated energy use data includes receiving disambiguated energy use data associated with a user, receiving a user request from the user for energy use information associated with the disambiguated energy use data, based on the disambiguated energy use data and the user request, determining a personalized energy management action; and providing the personalized energy management action to the user. A task consistent with the personalized energy management action may be performed automatically, and a confirmation of the task completion is provided to the user.