To avoid over-ordering, use historical sales data and seasonal trends to predict demand accurately. Additionally, organize inventory in a first-in, first-out (FIFO) manner, so older items are used before newer ones. Tighten your relationship with suppliers to make more frequent, smaller orders, and regularly adjust order quantities based on changing sales patterns.