Preventive medicine represents the next frontier in healthcare. Our mission is to assist healthcare providers in identifying and addressing high-risk patients effectively, thereby ensuring patient safety. This proactive approach aims to reduce the incidence of Adverse Drug Reactions (ADRs) within healthcare facilities, where studies show that 5%-10% of hospitalized patients experience ADRs, leading to increased risks, prolonged hospital stays, and financial losses due to denied reimbursements for extra days and procedures. Notably, these adverse events are avoidable. We collaborate with Accountable Care Organizations (ACOs), Health Maintenance Organizations (HMOs), and payers to minimize unnecessary emergency room visits and hospitalizations, particularly focusing on the elderly population, as data indicate that 15%-30% of ER visits for patients aged 65 and older are attributed to ADRs, frequently resulting in hospital admissions. These preventable occurrences highlight the importance of our work. Our approach is founded on advanced scientific principles that integrate multidisciplinary research. Our technology leverages cutting-edge medical research alongside innovative data science, creating a robust platform that leads to improved patient outcomes and enhances overall healthcare efficiency.