The authors describe the comprehensive approach of the federal probation office in the District of Hawaii to move federal supervison of offenders from a compliance model, focused on responding to violations of supervision, to an outcome-based model for supervision that focuses on reducing future anti-social and/or offending behavior to affect long-term public safety.