Documentation load on clinicians
Studies consistently show clinicians spending one to two hours per patient day inside the EHR. That time has to come from somewhere, usually evenings, weekends, or attention at the bedside. Ambient documentation is one of the few AI use cases where the time savings are measurable and the workflow fit is direct.