There is an increasingly urgent demand for intelligent command decision-making （CDM）， while recent achievements in China and abroad in military intelligence rarely touch this field. Lack of data， knowledge， and models has hindered the development of intelligence in this field. Based on the understanding of domain problems， the mentor-led idea of intelligent development in the field of command decision-making is innovatively put forward. According to the development of cutting-edge technologies such as knowledge graphs， reinforcement learning， and large-scale language models in recent years， two sets of mentor-led command decision-making application modes are constructed， namely “apprentice-support knowledge extraction” and “mentor-led wargaming”. In addition， the key technologies that need to be broken through are pointed out， which has certain guiding significance for breakthroughs in intelligent command decision-making.