After leaving Congress, Connolly returned to Dubuque to run his family's carriage company. He also became an executive of Dubuque Fire and Insurance Company. Connolly was an at-large delegate to the 1916 Democratic National Convention. President Wilson appointed him as postmaster of Dubuque.