<b>Conclusions:</b> This computational study furnishes two novel natural product leads for targeting the lactate-Kla-B7-H3 immunosuppressive axis in HCC, establishing a generalizable AI-driven workflow for dual-target inhibitor discovery. The gene discussed is KL; the disease is hepatocellular carcinoma.