The CIBM and BDS (Biomedical Data Science) Annual Retreat was held June 3, 2022, at the Discovery Building in Madison WI, with over 95 participating. Keynote speakers included Scott Hebbring (Marshfield Clinic Research Institute); Su-In Lee (University of Washington-Seattle); Keegan Korthauer (University of British Columbia) and Anoop Mayampurath (UW-Madison). CIBM trainees, graduate students in the Biomedical Data Science Program and others presented on their research during the poster sessions.