Inventory plays a very important role in the business. It is the job of the company's management to find a certain optimum, the amount of inventory that generates as little maintenance cost as possible, while ensuring the smoothness of production. This publication aims to analyze inventory management capabilities using artificial intelligence, specifically artificial neural networks.