 Released from active service in 1953, Olmsted returned to Des Moines to resume his business career.He continued, however, to serve in the Army Reserve and was the Commanding General of the 103rd Infantry Division USAR from 1953 to 1959.Shortly after his separation from active duty in 1953, Olmsted bought control of United Services Life Insurance Company, which wrote life insurance for officers of the military services.