Demand Forecasting and Replenishment System Implementation
SCOPE
A multi-format retail network with different assortments and pricing models, a complex network of national and regional distribution centers, categories ranging from Dry Food to UltraFresh, and multiple supply-chain models including direct delivery, storage, cross-docking, and Pick-By-Line
SOLUTION
- Implemented JDA Demand & Fulfillment to automate forecasting and replenishment
- Developed a wave-based rollout strategy to minimize operational risk.
- Designed a scalable technical architecture to support organic business growth
- Configured multi-model forecasting with a 52-week horizon and extensive customization for business requirements
OUTCOMES
- Availability increased by 5%
- Inventory across the supply chain decreased by 13%
- Forecasting and replenishment for distribution centers and stores were automated, with an architecture ready for future releases