Companies in the fast moving consumer goods industry increasingly look for technologies to improve customer satisfaction while reducing costs at the same time. A technology allowing to raise the availability of products on the retailers' shelves while providing cost reduction opportunities is automatic store repenishment (ASR). It is an intelligent software that automatically places inventory replenishment orders.