This article explores the integration of Vertical Lift Modules with shuttle-based storage and retrieval systems to enhance automated warehouse storage systems and improve order-picking efficiency. Using AnyLogic simulation, the research evaluates system performance through discrete-event and agent-based simulation modeling.