RX Reader AI addresses a significant challenge in healthcare by converting handwritten prescriptions into accurate and readable information using generative AI and computer vision. Primarily aimed at pharmacies and pharmacists in low-resource and high-volume settings, the tool tackles the issue of illegible prescriptions that contribute to medication errors, particularly in countries like Brazil, where many struggle to interpret handwritten notes. The RX Reader platform processes prescriptions in real-time with just a photo, utilizing advanced image preprocessing, multilingual natural language processing (NLP) in English, Portuguese, and Spanish, and semantic drug matching. Pharmacists benefit from confidence scores, contextual alerts, and concise explanations, all provided through a privacy-first, mobile and web-friendly interface. Initial usability tests among Brazilian pharmacists have shown positive feedback regarding the interface's clarity, confidence scoring, and its relevance to daily tasks. This empowers pharmacists to concentrate on safe dispensing and patient support instead of interpreting difficult handwriting. More than just a technological solution, RX Reader embodies a responsible, human-centered approach to AI, advancing safety, accessibility, and equity in digital health. Plans to expand RX Reader's capabilities to multiple regions by 2027 aim to enhance global medication safety through inclusive design and localized prescription recognition, with a focus on elderly individuals, health professionals, rural communities, and adults.