satisfy customer demand and show how early inventory timing can be detrimental to customer service. Managerial Implications … for combatting both high inventory holding costs and high levels of uncertainty in the firm’s customer demand pattern … (a) the exact timing of that season, (b) the demand volume to expect, and (c) the temporal distribution of demand over …