Remove Network Design Remove Procurement Analytics Remove Sourcing
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AI in Supply Chain Automation: Procurement to Logistics

Logistics Viewpoints

From sourcing and bid evaluation to warehouse slotting and dynamic routing, AI tools support faster and more consistent outcomes by processing large volumes of operational data and identifying patterns that human decision-makers may overlook. These capabilities are now being integrated into mainstream TMS, WMS, and ERP platforms.

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Uh-Oh! Insights On How P&G Failed And What This Means For You

Supply Chain Shaman

At each company, there is a relationship between the metrics of growth, margin, inventory, customer service, and asset strategy. For the purpose of this article, I will use Return on Invested Capital (ROIC) as the proxy metric to discuss asset utilization.) Understanding this relationship requires modeling. (A A Case Study.

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Market Beat. Four Thumbs Down and One Thumb Up.

Supply Chain Shaman

The discipline, first defined in 1982, includes source, make, deliver, and planning functions. One of my favorite supply chain leaders has a stack of Palantir reports in black binders on his desk. Kinaxis Purchase of Rubikloud. Kinaxis Purchase of Rubikloud. The Rubikloud acquisition was a $60M cash purchase.

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Reinventing Supply Chains: Focus on Human Factors

Supply Chain Shaman

In May 2025, one in seven home-purchase agreements fell through resulting in the cancellation of 56,000 purchase contracts. Supply chain was defined in 1982 as interoperability between source, make and deliver. Ask a procurement or transportation professional if they have a good demand signal and expect a laugh.

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Demand Planning: Whipped And Chained by Tradition

Supply Chain Shaman

I know that your primary focus is procurement. Or planned orders to purchase orders?) I observed companies use the beer game as an educational tool or a social networking activity. I struggle to find any consultants who are experienced enough with demand modeling to help. Go to the source. I don’t know.

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Do No Harm…

Supply Chain Shaman

I have learned that supply chain systems are more complex than I originally thought, and that the relationships between supply chain metrics are nonlinear. In my work on the Supply Chain Index , I see that companies I recognize as doing network design well are rising faster on the list of the Supply Chain Index work.

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Do You Need a Graph?

Supply Chain Shaman

Primed for transactional efficiency, these legacy architectures based on relational databases drive order-to-cash and procure-to-pay efficiencies. Current Familiarity with Analytic Concepts (Fall 2022 Snapshot) Preamble Supply chain leaders love their rows and columns. I term this our data jail. The focus of the Gartner Magic Quadrant.)