This commentary responds to a case and examines pragmatic concerns about operating a busy outpatient practice in compliance with new laws that regulate opioid prescribing. Specifically, the article considers how regulating opioid prescribing can influence the therapeutic alliance in patient-physician relationships and how innovations in decision science can facilitate shared decision making given time constraints.