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Pep Boys Selects RELEX for AI Forecasting, Store Replenishment

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, provider of auto services and tire solutions across the United States and Puerto Rico, has selected RELEX Solutions to optimize forecasting and replenishment across its store and distribution center (DC) network. The AI-driven platform is intended to improve end-to-end planning.

Platform Integrates Forecasting, Replenishment and Inventory Visibility

The RELEX platform will enable Pep Boys to account for complex demand influences such as seasonal demand shifts, regional buying patterns, and promotion-driven spikes, helping ensure inventory placement and availability across its network, the company said. By integrating forecasting, replenishment, and inventory visibility into a single platform, RELEX supports collaboration, enabling Pep Boys to streamline operations and make data-driven decisions across its supply chain.

Wysupp to Implement the Solution

The platform will also help

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refine exception management with alerts, supporting SKU lifecycle transitions. It will improve DC prioritization, support vendor collaboration, and optimize product allocation across the network. The solution will be implemented by RELEX partner Wysupp.

Wysupp and RELEX Solutions Statements

“We’re excited to support Pep Boys in this project alongside RELEX, helping turn advanced planning capabilities into practical improvements across their operations,” said Sandra Oliveira, chief executive officer of Wysupp. “Implementations like this go beyond technology, they require close collaboration and a strong understanding of retail and supply chain realities to drive real results. It’s great to be part of a transformation that will help Pep Boys operate with greater visibility, efficiency, and confidence moving forward.”

“Pep Boys’ ecosystem requires sophisticated planning to handle high mix volumes, in a dynamic consumer driven environment,” said Greg Huffman, director at RELEX Solutions. “Our platform assists with data-driven decisions that improve both service levels and operational efficiency.”

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