California’s building-electrification transition requires policymakers, utilities, implementers, and researchers to coordinate their efforts to improve the affordability and cost-effectiveness of decarbonization. New data sources and analysis methods will allow us to develop a shared picture of where cost reduction opportunities lie and how to drive adoption. This session explores how interval meter data, building permit data, program data, and customer-choice modeling can be combined to identify cost reduction opportunities and implementation pathways.