Culver started a cooking range company with two of his brothers, Walter and Licius, which they incorporated in 1881 as the Wrought Iron Range Company in St. Louis. The company was very successful and Culver amassed a substantial fortune. After becoming ill, he retired in 1883 to the north shore of Lake Maxinkuckee, close to his wife's childhood home.