Clinical software for health professionals using machine learning and biometry to extract digital biomarkers from a single 30-minute contactless video. Measures attention, social, anxiety, emotional, behavioral, motor, visual speed and sleep variables to support diagnosis and therapeutic decision-making for children and adolescents with neurodevelopmental and related mental disorders.