Adaptive Medicine is an approach that blends structural and systems biology with AI/ML to map the evolutionary principles and mutational patterns underlying disease progression. Our aim is to proactively identify resistance mechanisms and by integrating them into our drug design, ensure sustained treatment effectiveness and improved long-term patient outcomes.