This document provides an overview of key performance indicators (KPIs) for quality of service criteria in building monitoring and control. It discusses 5 KPIs: 1) human/occupant comfort, 2) environmental friendliness and energy efficiency, 3) cost effectiveness of operations and maintenance, 4) safety and security, and 5) sustainability of other KPIs over time. Each KPI is defined and its importance is explained, such as how improved air quality, temperature control and ventilation can increase occupant productivity and cognitive performance. Tracking building data through smart monitoring systems is presented as an effective way for building operators to improve performance on all KPIs and achieve significant savings and benefits.