Mobile Applications in E-Commerce and Healthcare Prescription Management: Integrating AI-Driven Personalization, Accessibility, and Multi-Domain Services

Abstract

Mobile prescription management systems have become revolutionary in dealing with the fragmentation within the healthcare provision sector in the fields of human medications, vision care, and pet prescriptions. The incorporation of adjacent foresight analytics, predictive AI engines of customization, and the accessibility characteristic signifies a paradigm shift to integrated healthcare structures, which forecasts the demand of patients before it occurs. Microservices and secure APIs based on technical architecture and cloud-based infrastructure facilitate smooth interoperability with Electronic Health Records systems, pharmacy management packages, and insurance verification services, without violation of the fundamentals of HIPAA and other regulations. Practical applications show a quantifiable increase in medication compliance, customer experience, and efficiency with streamlined operations, online try-on functionality of eyewear, and automated refills, depending on individual behavioral patterns. The considerations of accessibility, such as ADA compliance, multi-language localization, and inclusive design, ensure that users with various abilities and cultural backgrounds have equal access. To avoid work-amplified bias and healthcare disparities, algorithmic fairness, privacy, and ethical use of AI-enhanced personalization should be monitored continuously. The linking of commercial engagement strategy with clinical outcomes by the engine of promotions and predictive modeling makes sustainable business models that can sustain the development of the platform. The future trend is toward closer integration of cross-domain prescription services, the provision of better population health management services, and responsible innovation that balances technological innovation and the need to promote social equity.