Abstract: This study presents a quantitative risk warning model and an early warning index system of enterprise knowledge innovation through in-depth study. The risk warning model of enterprise knowledge innovation was constructed on the base of GM(1, 1) model and can provide Theoretical guidance in the process of enterprise knowledge innovation. Meanwhile, this model was successfully applied in Shanxi everpride Company Ltd.