New York City was the epicenter of the 2019 coronavirus disease (COVID-19) pandemic. Critically ill patients surviving prolonged ventilation, medical complications, and protracted delirium are profoundly debilitated. In response, our hospital temporarily created a novel, hybrid inpatient medicine-rehabilitation unit for COVID-19 survivors. Patients are medically monitored and work towards rehabilitation goals with daily physical and occupational therapy (PT/OT). To our knowledge, it is the only such unit in our region. Here, we describe how neuropsychology and consultation-liaison psychiatry have collaborated to implement interventions within this unit to facilitate patients’ recovery.