The Intel Clinic team is developing a system to help homeowners decrease their energy usage in accordance with their own goals. The system tracks the energy consumption of electric devices in a user’s home and uses machine learning methods to recommend energy saving practices. Once accepted by the user, these recommendations are implemented using a home automation system.