We have a vision of an oncology workflow where each patient's journey through their cancer treatment is personalized and statistically optimized to provide the highest quality of care as quickly as possible. We've developed resource allocation software focused on optimizing the functional efficiency of oncology clinics (GrayOS). Operationally, this translates to the automation of patient scheduling while explicitly incorporating the complex multi-disciplinary workflow.