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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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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. In my post Mea Culpa, I reference my work with the Gartner Supply Chain Hierarchy of Metrics. ” Let’s face it all supply chains have error.

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What Does Good Look Like S&OP?

Supply Chain Shaman

Let me start by saying that t he process is not a panacea to solve all supply chain ills. For most companies, building a great S&OP process is a missed opportunity. For me, there are ten characteristics that define a great S&OP process: Clear and Actionable. S&OP is a business process.

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How Can You Improve Value in Your Supply Chain?

Supply Chain Shaman

I laugh when business leaders tell me that they are going to replace their current supply chain planning technologies with “AI.” Each supply chain planning technology at the end of 2024, went through disruption–change in CEO, business model shift, layoffs, re-platforming and acquisitions. You are right.

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The ABM Benchmark Survey

In a recent survey with Demand Gen Report, we found 59% of experienced practitioners (those with ABM programs more than a year old) indicated their ABM programs are meeting or greatly exceeding their expectations, while only 45% of novices (those with ABM programs less than one year old) could say the same.

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Open Sky Partners with Easy Metrics for Labor Efficiency

Logistics Viewpoints

Open Sky Group, a global leader in supply chain execution solutions, has announced a strategic partnership with Easy Metrics , a premier provider of labor management and warehouse performance management solutions.

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Make Room for Leadership to Drive S&OP

Supply Chain Shaman

In my recent Mea Culpa post, I mentioned my prior work on Sales and Operations Planning (S&OP), and the importance of leadership. Leadership and S&OP? If you have walked in the shoes of the supply chain leader, you are probably laughing by now. Is your plan feasible? Sounds easy, right?

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How to Package and Price Embedded Analytics

Just by embedding analytics, application owners can charge 24% more for their product. How much value could you add? This framework explains how application enhancements can extend your product offerings. Brought to you by Logi Analytics.