Abstract: To address the long-standing technical bottlenecks in unconventional shale oil and gas fracturing operations—namely, poor consistency in manual operations, the difficulty in balancing fracturing efficiency with effectiveness, and the inability of real-time monitoring data to guide construction—this study systematically reviewed the technical architecture and field application progress of closed-loop intelligent fracturing systems represented by Halliburton’s ZEUS IQ™ system. The system establishes an integrated surface-to-downhole closed-loop system through three independent modules: sensing (Sensori), decision-making (Octiv), and execution (Zeus). By acquiring fracture propagation dynamics through real-time downhole monitoring techniques such as distributed fiber-optic sensing, the system automatically generates adjustment instructions through intelligent algorithms, which are then executed by electrically driven fracturing truck units with millisecond-level response, thereby achieving dynamic optimization of fracturing parameters without human intervention. Field tests demonstrated that the system achieved end-to-end fully automated operations in over 90% of fracturing intervals, with a 17% increase in single-interval fracturing efficiency. Through real-time feedback on fracture propagation rates and adaptive regulation of injection fluid volumes, the system effectively suppressed excessively long ineffective fractures and enhanced the consistency and uniformity of stimulation across multiple wells on three-dimensional development platforms. Closed-loop intelligent fracturing systems have transitioned from theoretical exploration to large-scale application, with the core value lying in upgrading fracturing operations from the conventional paradigm of “prior design and manual supervision” to a closed-loop control mode characterized by “real-time sensing–dynamic decision-making–autonomous execution”. They provide a critical technological means for three-dimensional collaborative development of shale oil and gas and multi-well simultaneous fracturing, and offer important references for the development of intelligent fracturing equipment, closed-loop transmission of multi-source monitoring data, and the research and development of adaptive algorithms in China.