SHAPE4PM revolutionizes precision medicine by delivering personalized cancer treatment recommendations that balance effectiveness, safety, quality of life, and cost. By integrating real-time medical data and AI-driven insights, it empowers patients and healthcare providers to make informed, tailored decisions for better outcomes.