A holistic approach to reducing the energy footprint of large commercial buildings is proposed. A detailed energy use breakdown within a modern building is presented, leading to the key insight that, in addition to the HVAC system, the energy used by miscellaneous plug loads which include IT equipment must also be addressed. An actuation framework is proposed to control plug-loads and the HVAC system for energy savings.