Observed Signal · Sep 18, 2026 · Technical Release · Source: Retail Dive · Impact: 2/5 · Sentiment: Positive
Retail Supply Chain Technology Market: Macy's Rolls Out AI Inventory Replenishment Tool
Macy's Inc. is expanding an artificial intelligence forecast overlay to its inventory replenishment operations, moving from pilot to broader implementation, according to its September 10 earnings call. The initiative aims to improve in-stock levels and drive inventory efficiencies by ensuring the right product is in the right place at the right time. COO and CFO Tom Edwards highlighted that supply chain efficiencies are expected in the second half of 2026, benefiting gross margin. This rollout is part of Macy's 'Bold New Chapter' transformation plan launched in 2024, expected to generate $235 million in savings by 2026. The company enters the fall season in a good inventory position, with inventory up 2.5% in Q2, aligned with sales growth. Other retailers like Target, Lowe's, and Kohl's are also optimizing inventory management with AI and other technologies.
Demonstrates AI adoption in retail operations, relevant to MarTech/AI infrastructure, but not directly advertising-focused.
Key Takeaways & Evidence Grounding
- Macy's is rolling out an AI forecast overlay for inventory replenishment, moving from pilot to broader implementation.
- The AI capability aims to improve in-stock levels and inventory efficiencies.
- COO and CFO Tom Edwards announced the rollout during a September 10 earnings call.
- The initiative is part of Macy's 'Bold New Chapter' plan, targeting $235 million in supply chain savings by 2026.
- Macy's inventory was up 2.5% in Q2, in line with sales growth.
Connected Companies & Entities
4 Entities mappedLowe's
Home improvement retailer with omnichannel commerce and retail media revenue.
“Lowe's plans to use AI to improve in-stock levels and analyze demand trends through an expanded partnership with Relex Solutions....”
Macy's
US department-store retailer with marketplace and retail media network.
“Macy's Inc. is adding an artificial intelligence forecast overlay capability to its replenishment operations, according to a Sept. 10 earnin...”
Kohl's
US omnichannel retailer with marketplace, loyalty and retail media operations.
“Kohl's has also been adjusting its inventory management strategy....”
Target
US retailer combining omnichannel commerce, loyalty, marketplace and retail media.
“Target is especially focused on making better inventory decisions, and has been exploring use cases for AI, machine learning and other techn...”
Ontology Mapping & Concepts
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