Mental Edge's facial-movement review layer applied across contexts — athlete check-ins, workplace meetings, clinician empathy training, classroom recordings, and responsible interview review. It reports observable, time-coded facial signals for human review; it does not detect burnout, measure engagement, infer empathy, or support high-stakes decisions.