Optical Character Recognition (OCR) technology is transforming healthcare by automating manual data entry processes, thus addressing challenges such as errors, inefficiencies, and increased costs associated with manual data handling. By converting printed or handwritten text into digital form, OCR enhances data accuracy, boosts efficiency, and improves patient safety by ensuring accurate and up-to-date information. It also aids in compliance with regulatory requirements and reduces administrative costs, particularly in insurance claim processing and billing. OCR's applications in healthcare extend to digitizing patient records, managing prescriptions, automating medical coding, and extracting data from medical images, which supports better analytics and research. With advancements in AI and machine learning, OCR technology has become more accurate and reliable, offering a valuable tool for healthcare establishments to streamline operations and focus more on patient care.