The landscape of global scientific and technological innovation is thriving, with China swiftly advancing in this realm. Nevertheless, a gap persists between capital supply and the burgeoning demand for scientific and technological innovation. To bridge this divide, the capital market's risk-sharing mechanism can be harnessed to enhance the seamless service spanning from scientific research to industrialization. This, in turn, will expedite the efficient transformation of scientific and technological achievements into productive forces.