The article discusses using data mining technology to improve enterprise innovation systems. By analyzing data, the technology helps enhance the development level of innovation systems and speeds up information processing. The study found that data mining can accurately analyze innovation systems, leading to a rationality of over 95%, better than traditional methods. This means data mining technology can effectively be used for developing and analyzing enterprise innovation systems.