At present，the procuratorial organs are carrying out the pilot reform of non-prosecution based on the corporate compliance，opening the road to the construction of a criminal compliance system with Chinese characteristics. This reform involves the overall transformation of the corporate criminal law system，and the guiding role of criminal policies is indispensable. As a special criminal policy，corporate crime compliance not only must be incorporate into the overall criminal policy system，but also gives new characteristics and new implications to the basic criminal policy of combining leniency with strictness. Only in the criminal policy system of “strict network of laws，forceful measures and leniency in punishing” can it be thoroughly understood. The core meaning of leniency in corporate crime compliance is “combining leniency with strictness”，which is a new strategic choice for combating corporate crime on the basis of “strict network of laws” and “forceful measures”. Therefore，it is necessary to improve the system of corporate criminal responsibility and punishment，make up for the shortcomings of the system，and provide a stable institutional framework for the smooth implementation of corporate criminal compliance reform.