The character of the IRS agent Oscar Wallace was partially based on Frank J. Wilson, the IRS criminal investigator who spent years keeping tabs on Capone's financial dealings before laying charges. Unlike Wallace, Wilson was not killed during the investigation, and was later involved in the Lindbergh kidnapping case.