 In 1912, Woollen founded the Fletcher Savings and Trust Company.Woolen ran unsuccessfully for the United States House of Representatives in 1896 and the United States Senate in 1926.Woollen was a candidate for the Democratic nomination in the United States presidential election of 1928, in which he won only his own state of Indiana and failed to capture the nomination.