Stockouts — when a customer wants to buy a product that’s not available — are the quintessential failure of supply to meet demand. According to one estimate, stockouts cost retailers nearly $1 trillion worldwide annually. Stockouts result in more than lost sales; they also drive negative customer experiences. This can discourage customers from returning to the retailer in the future, harm a brand’s reputation and customer loyalty, and even lead to higher operational costs.