Demand Consensus During Crisis – What Does It Mean For Demand Planning To Put On a Firefighter hat?

All stakeholders are under pressure and double-booked to understand the impact of COVID-19 on their demand planning. Everyone is on their toes and trying to prepare multiple what-if scenarios for … Read More

Questions on Advanced Demand Management Training Workshop

  We have received several queries about our next Advanced Demand Management workshop. Below are some of the FAQs: What is “Advanced” about this workshop? The workshop content offer sessions … Read More

How To Define And Measure True Demand For Supply Chain Planning – A White Paper

  Quite often we get these questions from our constituents and Network members about the definition of demand. 1) Can I consider shipments as my demand? What if we had … Read More

Forecast Error Benchmarking Across Various Industry – Survey Results

we started conducting the survey across supply chain and demand planning professionals from various industries. This survey was meant to compile information about their pain points, forecast error metrics they use, industry they work for, and who owns the demand planning function. We are publishing the first installment of the results from this survey in this newsletter.

As expected one of the metrics used by 52% of the respondents is WMAPE or volume weighted MAPE, calculated as Sum of Absolute errors divided by sum of actual demand.