This chapter explores the transformative role of artificial intelligence (AI) and machine learning (ML) in the field of hand surgery, highlighting their capacity to enhance diagnostics, surgical planning, and postoperative management. The chapter begins with an overview of AI and ML applications in medicine, emphasizing the advancements in image analysis and predictive modeling across various medical specialties. It traces the historical developments in hand surgery, from the groundbreaking introduction of microsurgery in the 1960s to the advent of arthroscopy in the 1970s, showcasing how these innovations have improved patient outcomes. The significance of AI is underscored, detailing its ability to refine diagnostic precision and automate surgical design through advanced imaging techniques. Robotic-assisted surgical systems are introduced as pivotal tools that expand the surgeon’s capabilities beyond traditional methods, while three-dimensional modeling technology is recognized for enhancing procedural accuracy. The chapter concludes with a discussion on wearable technology in rehabilitation, illustrating its potential to revolutionize patient further care in hand surgery. Overall, the integration of AI and ML represents a new frontier for innovation, promising to elevate the standards of surgical practice and improve patient recovery in hand surgery.