Oracle Inventory is an enterprise application that enables companies to define part numbers, model organization structures, track perpetual inventory, maintain accurate inventory balances, plan material replenishments, and forecast demand. It provides flexfields for items, item catalogs, item categories, stock locators, account aliases, and sales orders. Key steps in implementation include designing flexfield structures, defining item categories and category sets, and assigning items to categories.