Medical Records Coding forms the foundation for applications of Artificial Intelligence (AI) and Machine Learning (ML) in healthcare. Codified healthcare data is used by these advanced systems to learn, predict, and improve healthcare outcomes. Therefore, Medical Records Coding is accelerating the adoption of AI and ML in healthcare, predicting a future of AI-driven medical diagnosis, predictive analytics, and personalized medicine.