It has been noted that as high as 20.3% of patients hospitalized for Coronavirus Disease 2019 (COVID-19) require Intensive Care Unit (ICU) admission. This has most commonly been attributed to the development of Acute Respiratory Distress Syndrome. These patients require prolonged periods of ICU stay, averaging about 20 days. As people recover and are discharged, there will be a new pandemic of critical illness survivors. These patients would present with impairments and disabilities arising due to prolonged ICU stay as well as consequences of severe respiratory illness. The longer the duration of ICU stay, the higher is the risk for long term physical, cognitive, and emotional impairments needing comprehensive and early rehabilitation. The article focuses on the indispensable role of early and interdisciplinary rehabilitation in effective disaster management, restoring functions, and improving quality of life in COVID survivors. It outlines how to practically expand rehabilitation services in a resource limited country like India and enlists the limitations being faced which prevent the uniform application of rehabilitation services in India. This would help to deal with the rapid increase in demand of post-acute care facilities, be it in hospital services, in the form of inpatient or outpatient rehabilitation or home care facilities including telemedicine.