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The document summarizes EcoFactor's approach to understanding home thermal characteristics using smart grid data to optimize HVAC efficiency. EcoFactor's software analyzes thermostat, weather and usage data to adjust home HVAC systems, reducing energy consumption by 20-30% without compromising comfort. This benefits various stakeholders - HVAC providers through leads and subscriptions, consumers through savings, utilities through demand response and energy efficiency, and energy retailers through increased subscriptions and margins. EcoFactor's data-driven approach requires collecting large amounts of usage data to make automated adjustments that optimize each home's HVAC efficiency daily.









