Automatic replenishment can help retailers sell more and increase profits by reducing out-of-stock situations. It uses sales history and patterns to calculate optimal inventory levels to avoid stockouts. This improves the customer experience by keeping shelves fully stocked with the items they want to purchase. The LS Retail solution is an end-to-end retail platform that provides automatic replenishment capabilities. It has been successfully implemented in over 1,900 retailer customers around the world.