The client's e-commerce warehouse in Ho Chi Minh City originally spanned 800 square meters, with a space utilization rate of less than 40%. The traditional floor-stacking method resulted in extremely low manual picking efficiency, with a maximum daily throughput of only 500 orders, falling far short of peak season demands. Furthermore, disorganized cargo classification made inventory counting both time-consuming and labor-intensive.