An AI tool that improves demand forecast accuracy is the aim of this project. In turn, supply chain aspects that are impacted by this accuracy — such as fulfillment, inventory, assortment, and planograms — will also be improved, thus allowing for optimal management of store supply and ensuring the best possible shopping experience for consumers.