Water optimization platform for drinking water utilities that combines Virtual Sensors, Virtual Jar tools, and expert coaching to simulate, validate, and optimize treatment before it goes live. Enables utility teams and operators to improve water quality, reduce manual sampling and chemical costs, and predict outcomes for turbidity, DBPs, corrosion, softening, and harmful algal blooms.