The utilization of artificial intelligence and machine learning allows owners and operators to improve the efficiency and reliability of their RO equipment without the need for capital investment. The presentation shows planned efficiency improvements via reduced water and energy footprints, as well as reliability improvements through increased uptime and the elimination of reactive behavior with predictive maintenance and automated consumable ordering.