Retailers Deploy AI for Supply Chain and Inventory Intelligence
AnalyticsOMSBed Bath & BeyondDollar GeneralNeighborhood IntelligenceRelex SolutionsThe Container StoreRelex Solutions forecasting, replenishment and allocation capabilities

Neighborhood Intelligence deploys Relex AI for unified supply chain planning

Neighborhood Intelligence, parent of Bed Bath & Beyond and The Container Store, is implementing Relex Solutions' AI-powered forecasting, replenishment, and allocation across its 335+ store network to unify operations on a single platform. The move enables teams to gain visibility across brands, protect in-stock rates, and make faster decisions—a strategy increasingly adopted by major retailers managing complex multi-brand portfolios.

Neighborhood Intelligence, the holding company of Bed Bath & Beyond, The Container Store, and Kirkland's, is deploying Relex Solutions' artificial intelligence platform to unify supply chain planning across its brand portfolio (Supply Chain Dive - Technology). The company operates more than 335 stores and multiple online brands across North America (Supply Chain Dive - Technology). The implementation includes forecasting, replenishment, allocation, merchandise financial planning, open-to-buy, and diagnostics capabilities on a single intelligent data layer.

By consolidating operations onto one AI-driven platform, Neighborhood Intelligence expects teams will gain unified visibility across the business, enabling faster informed decisions and improved sell-through while protecting in-stock rates (Supply Chain Dive - Technology). For commerce practitioners managing multi-brand retail operations, this approach demonstrates how AI-powered allocation and forecasting can break down organizational silos and simplify complex supply chain decision-making across geographically dispersed networks.

Other major retailers including Dollar General, Lowe's, Guitar Center, and Wawa have similarly deployed Relex to enhance inventory planning and replenishment automation, signaling industry-wide momentum toward centralized AI-driven supply chain platforms (Supply Chain Dive - Technology).

Sources:1 report