Virtual-patient training platform for doctors and medical students that simulates real-case histories, clinical decision-making, test ordering, diagnosis and treatment. Automated case-based evaluation flags correct and incorrect steps and provides detailed feedback to improve clinical reasoning, bridge theory-to-practice, and reduce medical errors.