In the field of retail, monitoring carry forward is a useful technique for managing the inventory and sales of products and items that are not sold within a certain period of time. Monitoring carry forward using AI and ML can provide various benefits, such as improving financial efficiency, reducing inventory costs, enhancing sales and promotion, and increasing customer satisfaction and loyalty. Monitoring carry forward using AI and ML can be implemented in various retail sectors as well.