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Mattress Firm Adopts AI-Powered Inventory, Forecasting and Supply Chain Solution

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Mattress Firm has selected Invent.ai to provide AI-driven inventory solutions for demand forecasting, store and DC replenishment and merchandise financial planning (MFP). The move is designed to improve both the retailer’s supply chain operations and strategic planning for its 2,200+ stores.

“We were impressed with expected ROI modeling and accelerated time to value,” said Deborah Weidemeyer, VP Merchandising Lifecycle Management at Mattress Firm in a statement. “These two key factors, along with leading science, a simplified approach to better business outcomes and continuous support and learning, led Mattress Firm to select invent.ai as our partner.”

“We are proud to partner with Mattress Firm in its journey to revolutionize supply chain management and achieve new levels of operational excellence,” said Gurhan Kok, Founder and CEO of Invent.ai in a statement. “Our cutting-edge AI-driven solutions are designed to not only optimize inventory but also empower strategic decision-making, enhance efficiency and unlock long-term success.”

In February 2025 Tempur Sealy International completed its purchase of Mattress Firm for approximately $5 billion.

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