Segmenting customers based on the amount, time, and variability of their energy usage.
Identifying appliance level consumption from granular smart meter data.
Identifying short-term and sustained periods of increased energy consumption.
Identifying customers with a higher propensity to churn.
Reduced cost of returning energy use data.