Generative models provide a powerful probabilistic framework that enhances forecasting by offering a distribution of potential outcomes rather than a single point estimate. This approach allows for better decision-making in inventory management, as it enables the consideration of various scenarios, from conservative to aggressive strategies. By understanding uncertainty in predictions, organizations can tailor their responses to demand more effectively.
