Against the backdrop of the in-depth implementation of the innovation-driven development strategy, technology transfer acts as a crucial link bridging scientific and technological innovation and industrial application, and the level of its precision docking directly affects the efficiency of industrial upgrading and the high-quality development of regional economies. Industry-oriented technology transfer takes market demand and industrial upgrading as its core orientation, with an emphasis on the precise matching between technology supply and industrial demand. This paper systematically analyzes the prominent problems existing in demand identification, coordination mechanisms, service systems and other aspects during the current technology transfer process. Drawing on the laws of industrial development and practical experience, it puts forward practical paths including constructing a precise demand transmission mechanism, improving the collaborative innovation system, and optimizing market-oriented service support. This study provides theoretical reference and practical insights for enhancing technology transfer efficiency, promoting the deep integration of industry, academia and research, and facilitating the optimization and upgrading of industrial structure.