This technical session will focus on innovative technologies in digitization, artificial intelligence, and machine learning aimed at improving drilling efficiency and monitoring operations. Key presentations will cover advanced techniques such as data-driven approaches for detecting energy loss from surface measurements and for classifying operations. Attendees will learn about automated systems for generating risk profiles and mud reports. The session will also explore machine learning methods for predicting rate of penetration and identifying carbonate reservoirs.