This paper constructs the evaluation index system of technological innovation capability of large and medium-sized industrial enterprises, and uses the method of multivariate cluster analysis to classify the technological innovation ability of large and medium-sized industrial enterprises in northeast old industrial base and developed provinces and cities, and compare and analyze individual indicators for the northeast old industry Base regional innovation system construction, accelerate the economic development of the technical strategy to provide empirical support.