Prophet models at the category-region level (approximately 200 primary forecast series) - Holt-Winters models as a secondary method for ensemble weighting - Hierarchical disaggregation to store-SKU level using historical proportions - Ensemble of Prophet and Holt-Winters, weighted by walk-forward cr