Emphysematous pyelonephritis (EP) is a rare, severe gas forming infection of renal parenchyma and its surrounding areas and potentially life threatening condition that requires prompt evaluation and treatment. Although it commonly present with a fulminant clinical picture of sepsis, relatively mild symptoms can also be encountered. To our knowledge, incidentally detected emphysematous pyelonephritis has not been reported so far. We report a case of EP that was incidentally detected during evaluation for diabetes.