This Azure solution helps hospital administrators use the power of machine learning to predict the length of stay for in-hospital admissions, to improve capacity planning and resource utilization. A chief medical information officer might use a predictive model to determine which facilities are overtaxed and which resources to bolster within those facilities. A care line manager might use a model to determine whether there are adequate staff resources to handle the release of a patient.