COVID-19 mainly causes pulmonary disease. Involvement of gastrointestinal and hepatobiliary systems, among other systems, has been reported. We report a case of acute pancreatitis in a patient with resolving COVID-19 pneumonia. History taking and investigations excluded other causes of pancreatitis. This case demonstrates the possibility of pancreatic injury in patients with COVID-19, in line with previously reported similar cases. We believe that it is imperative to screen patients presenting with acute pancreatitis for SARS-CoV-2. It is also important to take into consideration that patients with a complicated course who require an invasive procedure such as drainage might pose a risk of transmission to the operating surgeon or interventionist.