The current coronavirus disease 2019 (COVID-19) pandemic has had a significant impact on our healthcare system. Still, very little is known about the treatment modalities in the context of severe COVID in pregnancy. We describe a case of a 28-year-old patient who presented with severe COVID-19 and was admitted to our intensive care unit (ICU) in her third-trimester pregnancy with a progressive increase in oxygen requirement. Remdesivir may prove beneficial in reducing the inflammatory response and controlling the direct viral damage due to severe COVID-19 pneumonia resulting in favorable maternal and fetal outcomes.