Hyperpigmentation and ingredient instability reduce cosmetic efficacy, which is mitigated through the synergistic engineering of cinnamic acid derivatives and biosurfactant lipids. This specific chemical pairing stabilizes the formulation while enhancing the targeted inhibition of melanogenesis.