Remove Demand Planning Remove Eliminating Excel in Purchasing Remove Sourcing
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Machine Learning in Demand Planning: How to Boost Forecasting

ToolsGroup

Machine learning (ML)a specialized field within artificial intelligence (AI)is revolutionizing demand planning and supply chain management. According to McKinsey , organizations implementing AI-driven demand forecasting solutions can reduce forecast errors by 30% to 50%.

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Demand Planning: Whipped And Chained by Tradition

Supply Chain Shaman

Over the last two years, I actively engaged technologists and business leaders to redefine demand planning. In the industry, supply-centric techniques reign with lots of bravado and messaging on control towers, Demand-driven Materials Requirements Planning (DDMRP), and generative AI. Or planned orders to purchase orders?)

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Aligning Supply Chain Metrics to Improve Value

Supply Chain Shaman

In follow-up qualitative interviews, one of the largest issues with organizational alignment was metric definition and a clear definition of supply chain excellence. To manage continuous improvement, companies need a clear definition of excellence and organizational alignment to that goal. They do not excel in planning or forecasting.

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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. Write these insights to the APS/ERP technologies as a planning system of record. Why is a reinvention needed?

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Supply Chain Resilience. Really?

Supply Chain Shaman

The ability of an organization to deliver reliable and consistent results for revenue, margin, customer service, and quality in the face of demand and supply variability. Of the twenty companies interviewed, only one can answer the question, “Do you have a good inventory plan?” I cannot get a clear answer. Yes, I think so.

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Blind Shipping: Solution for Inventory & Labor Challenges

GlobalTranz

Imagine shipping products directly from your supplier to your customer while maintaining the appearance that your business is the source. Adapt To Fluctuating Inventory and Supply Chain Demand If your business faces seasonal demand changes or unpredictable customer buying patterns, accurately predicting inventory levels can be a struggle.

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What Does Good Look Like S&OP?

Supply Chain Shaman

Clear operating strategy and definition of supply chain excellence across plan, source, make and deliver. Most companies buy decision support technology, but do not redefine work to improve decisions. A Focus on Error in Demand Planning. What Does Good Look Like? Drives Value. S&OP is a business process.

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