With this data we propose and implement strategies for optimizing cloud and datacenter resource planning, including buffer assessments, inventory management, financial liability management, and supply chain risk mitigation. This role requires a strategic attitude, technical expertise in cloud infrastructure, and strong problem solving capabilities to optimize prioritization.