Research-centered medical-imaging and conversational-AI solution providing expert-level, on-device real-time cancer diagnosis (AI inference ~0.03s) and medically informed virtual consultations. Offers AI diagnostic products for breast, thyroid and mammography, conversational triage apps for the public and emergency personnel, plus AI-ultrasound training and multi-center telemedicine.