I'm not aware of any standard or automated procedures for doing this. You can only export Audit & Compliance Job definitions and not their runs so that won't work. However, this data will be in Reports as long as the job exists. As long as you export your data from Reports, you can delete those jobs from Config Manager. Then, the next time cleanup runs that data should go away.
you can also use the new retention period policy to help automate this.