Accelerated innovation in data science and predictive analytics, including the development of a groundbreaking vegetation management scenario planning tool to optimize risk-spend efficiency; a predictive storm model that supports proactive outage mitigation; a turnkey peak-time rebate program that delivers greater than 90% resource reliability; and a novel approach to address equity issues for low- and moderate-income and small and midsize business customers.