Streamlining Retail & Distributor Networks in Appliance Manufacturing
Retailers and distributors are the frontline demand owners for appliances. Large-format stores, regional dealers, and e-commerce marketplaces determine shelf space, promotions, and replenishment cadence. When collaboration breaks down, manufacturers misread demand—leading to stockouts in peak season and excess inventory post-promotion.