This session assembles cutting-edge research and field-proven innovations aimed at enhancing drilling performance through automation, and real-time data analytics, redefining efficiency, reliability, and cost-effectiveness. A central theme of the session is the growing role of digitization and automation using AI-driven models for real-time monitoring and intelligent control systems to enable operators to respond dynamically to downhole conditions, minimizing non-productive time and enhancing overall performance. Field applications and case studies form a significant part of the session, showcasing tangible results from global operations. From computer vision-enabled shale shakers in offshore Guyana, to hybrid heave compensation systems improving offshore stability, and high-frequency torsional oscillation (HFTO) mitigation in Brazil, attendees will gain practical insights with these new frontiers in overcoming operational challenges. Other case studies highlight innovations in closed-loop automated pipe handling and remedial cementing techniques.Overall, this session provides a comprehensive view of how digitalization, automation, and advanced engineering solutions are converging to drive the next generation of rig efficiency and performance optimization. It is particularly relevant for professionals seeking to leverage emerging technologies to achieve safer, faster, and more sustainable drilling operations.