The model presented here attempts to bridge the gap between optimal inventory policies for individual firms and the determination of aggregate industry inventory levels. The optimal solution for a single firm sets the conditions for market equilibrium. An iterative dynamic solution is then applied to predict market levels of inventories for specific commodities.