Health care organizations, like many other enterprises, face steep challenges in their attempt to maximize operational efficiency in the face of resource constraints. Whether it is a hospital’s attempt to optimize staffing or a government trying to fairly allocate and distribute limited doses of Covid-19 vaccines, these tasks can be formidable. A promising way to manage the complexity is to enlist data-driven analytics and artificial intelligence (AI).