The design of a retail pharmacy chain warehouse involves considerations such as layout, storage systems, inventory management, and regulatory compliance. Key aspects include efficient use of space, optimal storage conditions for pharmaceuticals, and integration of automation and technology to enhance inventory control and order fulfillment.