Manufacturing Network Design Procurement Analytics 
Supply Chain Shaman
APRIL 27, 2022
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.
Supply Chain Shaman
JUNE 10, 2025
In May 2025, one in seven home-purchase agreements fell through resulting in the cancellation of 56,000 purchase contracts. Ask a procurement or transportation professional if they have a good demand signal and expect a laugh. Irony Over the last decade, the number of planners at global manufacturing companies exploded.
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Supply Chain Shaman
NOVEMBER 11, 2020
Globally ten percent of jobs are in manufacturing, while 37% are associated with supply chain management. They are impatient that they know more about pizza’s status for lunch before their zoom meeting than the inbound shipment status for their critical manufacturing run. Kinaxis Purchase of Rubikloud. Reflection.
Supply Chain Shaman
JUNE 16, 2014
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.
Supply Chain Shaman
SEPTEMBER 13, 2023
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. This is despite the deployment of ERP, descriptive analytics, APS, SRM, and teams of data scientists working on their data lakes.
Supply Chain Shaman
JUNE 29, 2014
The market for network design tools was growing at a moderate rate, and most of the market had invested in technologies from either i2 Technologies (then termed i2 Strategist) or Logictools. Today, supply chain design has become a process all to its own. Instead, it needed to be steps of continuous designs. The reason?
Supply Chain Shaman
MAY 26, 2023
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.)
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