Healthcare institutions, especially those with modern electronic medical records (EMRs), are the owners of vast amounts of practice and process data. These data have the potential to inform practice for MDs and other clinicians and to fundamentally change the way we plan healthcare and allocate its resources. Using these data, along with AI/ML approaches, we provide hospitals with new insights on planning or health resource requirements within their institution.