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Patterns Tell the Story of Supply Chain Excellence

Supply Chain Shaman

We purchase data from Y charts. (A Studying Performance of the Gartner Top 25 Award Winners Plotting corporate patterns against peer group performance through orbit charts enables a quick understanding of supply chain excellence. As an aside, I do not think that Lenovo is an example of a supply chain excellence.

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L’Oréal: A Case Study in Supply Chain Excellence

Supply Chain Shaman

L’Oréal’s global strategy embraces globalization with a keen focus on the customer. The Company’s strategy is to acquire brands developed on a local or regional scale and then bring them to a global scale in a short period of time. Defining the Strategy of Operations 4.0. L’Oréal’s Performance Compared to the Peer Group.

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Probabilistic Forecasting: The Future of Supply Chain Planning

ToolsGroup

However, this approach ignores real purchasing behavior, such as customers buying complete sets of four tires. Probabilistic demand forecasting, in contrast, provides a full probability distribution, revealing actual purchasing patterns and enabling inventory planners to align stock levels with demand realities. The result?

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Network Investment. Defining the ROI.

Supply Chain Shaman

In addition, a purchase order changes three-to-four times and there is a black hole (data is caught between email systems of trading partners for one-to-two days). Purchase order data, while not as important, has the smallest gap. Seldom do you see this addressed in enterprise strategies. PE Firm Buy-out and Consolidation.

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The State of Home Delivery: Plenty of Room for Improvement

Logistics Viewpoints

On one hand, consumers expect to increase their online purchases post-pandemic. Retailers and delivery services companies that can break through today’s cycle of mediocre home delivery performance stand an excellent chance of improving customer loyalty and growing market share. Here are three charts that paint the whole picture.

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Just Jump

Supply Chain Shaman

We explore the concept of holistic inventory strategies focused on the form and function of inventory. The shift from Inside-out to Outside-in is impossible using a crawl, walk, and run strategy. The shifts over the last decade are profound: Is the answer a Supply Chain Center of Excellence? Lack of executive buy-in.

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Machine Learning in Demand Planning: How to Boost Forecasting

ToolsGroup

Enhanced Promotions and Events Analysis Promotions, advertising campaigns, and trade events are vital components of marketing strategy, but accurately measuring their impact on demand remains challenging. Five Ways Advanced Machine Learning in Demand Planning Is Improving Forecasting 1.