Remove Eliminating Excel in Purchasing Remove Sourcing Remove Supply and Demand
article thumbnail

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%.

article thumbnail

Demand Planning: Whipped And Chained by Tradition

Supply Chain Shaman

She wrote, “I have been working in the supply chain for 35 years, and we are still trying to solve the “demand” issue. Solving from a supply side seems to work for many companies I work with. Over the last two years, I actively engaged technologists and business leaders to redefine demand planning.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

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.

S&OP 390
article thumbnail

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. The reason?

article thumbnail

Patterns Tell the Story of Supply Chain Excellence

Supply Chain Shaman

Wikipedia In 2014, I was exploring methods to publish what is now the Supply Chains To Admire report. We purchase data from Y charts. (A This data source synchronizes corporate reporting across global markets while tracking restatements, name changes, and currency shifts.) A syndicated data feed used for financial analysts.

article thumbnail

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. What Drives Value?

article thumbnail

Demand-Driven Transformation at Shell

Supply Chain Shaman

Nick Lynch is the Global Excellence Manager at Shell Lubricants, a division of Shell Global. Located in the United Kingdom (UK), he has more than twelve years of experience in progressive roles driving demand-drive projects for their global supply chain. Components of a Demand-Driven Journey. Incrementalism Is Not Enough.