🌐 Introduction Offshore geotechnical drilling is a high-stakes, high-precision field that underpins the entire life cycle of marine energy infrastructure—from exploration and design to construction and long-term integrity. However, the unpredictable nature of marine geology, environmental forces, and strict international compliance frameworks make it one of the most challenging branches of offshore engineering. At OTS…