Med2Lab is a healthcare-focused education technology enterprise based in the United States, specializing in the development of a cloud-based Artificial Intelligence (AI) platform crafted for educators in the medical field. Our platform streamlines the design and implementation of interactive case modules, offering comprehensive assessments and tailored coaching to enhance clinical reasoning, decision-making, and communication skills among learners. We firmly believe that highly personalized guidance and timely feedback are paramount in helping learners progress and refine their abilities. In each module built on the Med2Lab platform, our cutting-edge AI technology can assume dual roles: a virtual patient and a virtual preceptor. The virtual patient orchestrates genuine healthcare scenarios, presenting engaging challenges that captivate learners and foster practical application of skills. Simultaneously, the virtual preceptor diligently observes the participants, probing them with targeted questions to delve deeper into their thought processes, and delivering invaluable feedback essential for professional growth