• Reduce the administrative burden on lab staff by allowing patients and providers to access results online. • User authentication for both healthcare providers and patients to access results securely. • Differentiate access levels based on user roles (e.g., physician, patient, lab technician) • Allow patients to view historical test results and trends over time. • Search and filter functionalities to help users quickly find specific results.