Remove Demand Planning Remove Eliminating Excel in Purchasing Remove Procurement
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Demand Planning: Whipped And Chained by Tradition

Supply Chain Shaman

Given your expertise, I’d love to hear what alternatives you recommend for better demand forecasting and real-time visibility beyond what’s commonly adopted today.” I know that your primary focus is procurement. Over the last two years, I actively engaged technologists and business leaders to redefine demand planning.

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Probabilistic Forecasting: The Future of Supply Chain Planning

ToolsGroup

Advanced supply chain planning software leverages these probability distributions to optimize inventory targets, balancing service levels against carrying costs with mathematical precision. However, this approach ignores real purchasing behavior, such as customers buying complete sets of four tires. The result?

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Pandemic Lessons For Supply Chain Leaders

Supply Chain Shaman

The Failure of Existing Demand Planning Solutions. During the pandemic, supply chain leaders turned off their demand planning solutions. Re-implement demand planning, trade promotion management, and revenue/price management together to improve the baseline demand signal. Lessons Learned. The reason?

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Just Jump

Supply Chain Shaman

The class discovers the current blackholes of the supply chain (direct procurement and contract manufacturing. The students learn that there is no definition of end-to-end planning because the current taxonomies for modeling are fragmented. Or gradually introduce outside-in signals to conventional demand planning.

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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. Ask a procurement or transportation professional if they have a good demand signal and expect a laugh. The goal should not be making today’s planning processes faster and hands-free.

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Navigating The River of Demand

Supply Chain Shaman

At the end of a long day of a strategy session on supply chain excellence with a client, I needed to fill up some time in an agenda. The genesis of the River of Demand learning activity. Over the last decade, I find fewer and fewer companies understand supply chain planning. The result? Background.

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Essential Supply Chain KPIs to Track for Enhanced Decision Making

SCMDOJO

Understanding how your Procurement and Supply Chain KPIs are performing isn’t just a nice-to-have; it’s essential for survival and growth. Why You Need Visibility of Supply Chain and Procurement KPIs? Running procurement and supply chain without metrics is like driving blindfolded. Are materials arriving when needed?