The accurate and effective measurement of innovation is an important way to boost social innovation development. Based on the idea of time internal friction factor, this paper uses program analysis to extract time internal friction factors in terms of their scopes. Then we use the normalized linear mapping and maturity grading to establish measurement model. Finally innovation scorecard is taken to measure enterprise innovation capacity so that we can propose some advice and improvements.