CASE STUDY
SoCalGas: Mobilizing Gas Customers from Awareness to Action
SoCalGas leverages gas appliance disaggregation to deliver highly personalized insights that prompt specific energy-saving actions.
Plan for Electrification Without Guesswork
Anticipate EV and heat pump adoption using measured usage patterns, not projections alone.
Support EV Growth Without Overbuilding Infrastructure
Use EV detection and charging insights to plan infrastructure upgrades more efficiently.
Forecast Peak Demand With Appliance-Level Insight
Improve peak forecasts by understanding how EVs, HVAC, and heat pumps shape system demand.
Fueling insights for 45+ utilities and over 38 million consumers.
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