The conversion of a treatment plan into a scheduled appointment often fails not in the operatory, but in the administrative black hole of follow-up. A comprehensive treatment plan presented with cutting-edge visual AI is only the first step; the patient still has to walk out the door, process the information, navigate the cost , and actually book the procedure. For years, the dental case acceptance process has relied entirely on the human treatment coordinator and front desk