The healing process of chronic wounds often progresses slowly and is fraught with challenges, imposing increasing economic burdens and physical suffering on patients. Managing persistent wound inflammation and stimulating angiogenesis are crucial elements in promoting wound healing. Plants have been playing a key role in traditional medicine, and their abundant bioactive components continually inspire the development and innovation of new drugs. Isoliquiritigenin (ISL), a flavonoid compound derived from licorice roots known as chalcone, has demonstrated multifaceted pharmacological potential. However, its effects on diabetic wounds and the detailed mechanisms remain to be investigated. Through in-depth exploration using network pharmacology, we successfully predicted potential therapeutic targets of ISL for ischemic diseases. The revealed mechanisms primarily focused on the critical pathway of efferocytosis. Subsequent in vivo experiments demonstrated that ISL significantly enhanced the efferocytosis of dendritic cells (DC), improving the functional behaviors of endothelial cells. Further research indicated that ISL promoted DC efferocytosis by regulating SLC7A11-mediated glycolysis. Notably, the overexpression of SLC7A11 diminished the positive effects of ISL, suggesting a potential antagonistic role of SLC7A11 in the regulatory process. In the wounds of diabetic mice, we observed that ISL accelerated DC efferocytosis and angiogenesis, resulting in faster wound closure and better tissue repair. In summary, this study not only demonstrates the broad potential of ISL in managing diabetic wounds but also delves deeply into its mechanisms, laying a solid theoretical foundation for future clinical applications.