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WHITEPAPER
Unlocking Artificial Intelligence for California's Community Choice Aggregators
Matthew Harding, PhD.
California’s Community Choice Aggregators (CCAs) stand at a pivotal moment. Serving more than fourteen million residents and managing more than sixty terawatt‑hours of annual demand, they have matured from local initiatives into market‑shaping institutions. Simultaneously, cloud‑based artificial‑intelligence (AI) platforms have become both affordable and exceptionally accurate, offering utilities worldwide new tools to strengthen grid reliability, deepen customer engagement, and reduce operating costs. This white paper explains why the convergence of these developments makes 2025 an optimal time for CCAs to embrace AI. It outlines the most relevant use cases, details pragmatic implementation steps, and highlights the governance measures needed to align technology deployment with public‑service values.