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Daniel O’Neill

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January 26, 2021

How to improve retail customer experience: Listen to The Youth

Scott Luton wrote, “How to Improve the Customer Retail Experience: Listen to the Youth” for SAP. Read the Full Article Here.
multi-echelon inventory optimization
July 2, 2026

Multi-Echelon Inventory Optimization Explained: How to Cut Inventory Without Cutting Service

When service levels slip, most organizations respond the same way: add more inventory. A little extra safety stock here, a buffer there, and to many businesses, that feels like the safest path forward. But it rarely works. Instead of solving the problem, businesses end up with bloated inventory in one location and stockouts in another. Working capital climbs, service is still inconsistent, and planners are stuck reacting rather than improving outcomes. It’s like trying to fix traffic by adding more cars to the road, and congestion just gets worse. This is the inventory trap: chasing service by piling up stock instead of managing it strategically.   What is Multi-Echelon Inventory Optimization? Multi-Echelon inventory optimization (MEIO) helps you put the right inventory in the right places across your network to hit service goals with less total stock. Instead of optimizing each site in isolation, MEIO looks at your entire network of plants, distribution centers, suppliers, and customers as one connected system.   The three most common inventory issues businesses face At its core, MEIO answers three questions every supply chain leader is asking: Where should we hold inventory? Not every location needs the same level of protection. MEIO determines the most…