OBI Group is building a common digital layer for demand planning and replenishment across its European home and garden business. The retailer plans to extend Blue Yonder’s platform to more than 660 stores and distribution centres, replacing a collection of separate planning systems.
The project is significant because it connects a forecasting decision with the physical execution of replenishment. AI-enabled planning will be used to support the flow of goods from distribution centres to stores, with the aim of improving availability for millions of customers.
From fragmented tools to coordinated decisions
OBI manages assortments exposed to seasonal peaks, regional variation and changing buying patterns. A single platform is intended to improve forecast quality across product categories and planning horizons while establishing more consistent replenishment processes.
Machine-learning functions will help identify demand drivers and automate elements of operational planning. The system is also designed to accommodate requirements that differ between stores and sales channels. This flexibility is important for a network that must respond to changes in demand and disruptions without losing control of inventory.
Centralised data can provide planners with a shared view of demand and stock. In practical terms, OBI expects better visibility, more productive planning work and stronger inventory decisions. The approach can also help the business adapt its planning as customer expectations evolve.
Digital resilience depends on implementation
The rollout was not treated as a software-only project. Blue Yonder Professional Services embedded subject-matter experts and data scientists with OBI teams. Together, they developed models for different assortments and planning requirements, standardised processes and transferred knowledge to the retailer.
OBI’s supply-chain leadership said the company first established a target operating model, then migrated in a structured way. That sequence is intended to make the new capabilities part of daily operations rather than simply move existing processes into a new application.
For industrial and retail organisations, the programme highlights a practical Industry 5.0 lesson: automation delivers greater value when it is combined with clear processes, human expertise and a common operational data foundation. OBI’s system is intended to support both immediate replenishment needs and future supply-chain planning and execution improvements across 10 European countries.
