Gamified AI platform that simulates patient and ward interactions to train trainee clinicians with realistic, interactive clinical scenarios. Designed for trainee clinicians and hospital institutions as a lower-cost, higher-fidelity alternative to mannequin-and-actor simulations, currently in institutional pilots.