As many platforms on the market are of different quality, it is difficult to ensure the security of intellectual property rights, while many university campus websites lack the embedding of intellectual property management platform, which is not conducive to the transformation of scientific and technological achievements of intellectual property rights in universities. In the "Outline for the Construction of a Strong Intellectual Property State (2021 - 2035)"[1], it is clearly pointed out that the construction of a strong intellectual property state should be promoted in an integrated manner, the level of intellectual property creation, application, protection, management and service should be improved comprehensively, and the important role of intellectual property system in the construction of socialist modernization should be given full play. It is divided into three major sections: patent, trademark and copyright, to realize intelligent and safe management of customers, and at the same time provide professional IPR application services, laws and regulations publicity, application documents information, etc., which helps to accelerate the transformation of achievements of universities and enterprises. The purpose is to promote the transformation of scientific and technological achievements of universities, and it can also be applied to enterprises to maintain, manage and protect the intellectual property rights of rights holders for universities and enterprises [2]. In the future, the database of the platform can be expanded for deep learning-based IPR management to promote the integration of Internet application, management, transaction, and maintenance of IPR.