Dollar General is implementing artificial intelligence to unify forecasting, replenishment, and allocation across its North America operations. In partnership with Relex Solutions, the retailer aims to use AI to coordinate planning across its network, which includes 21,000 stores and 34 distribution centers (Supply Chain Dive - Technology). Dollar General will leverage Relex's AI platform to manage store replenishment, ordering schedules, lead times, supplier coordination, and fulfillment methods, with demand factors and sales patterns built directly into the planning process.
The deployment reflects a broader industry shift toward unified supply chain intelligence. CEO Todd Vasos noted during an earnings call that Dollar General is building agentic operating systems focused on reshaping workflows to improve productivity throughout the organization (Supply Chain Dive - Technology). For commerce practitioners, this signals that large-scale AI adoption in supply chain planning is moving from pilot to enterprise implementation, with cost mitigation and visibility gains as primary drivers.
Other major retailers are following similar paths. Lowe's announced plans to scale its Relex partnership in April, with full implementation slated for early 2027 (Supply Chain Dive - Technology), while United Natural Foods rolled out Relex technology across 12 distribution sites and Guitar Center implemented it to reduce stockouts and overstock. The convergence suggests that AI-powered unified replenishment platforms are becoming table-stakes for large-scale retail and distribution operations.