Latin America has witnessed substantial growth driven by the increasing adoption of technology in retail operations. The rapid expansion of e-commerce and mobile commerce has necessitated more efficient forecasting and replenishment solutions. Additionally, economic recovery and increased consumer spending post-pandemic have boosted retail activities, leading to higher demand for advanced supply chain solutions