2007 2030 Forecasting Metrics 
Supply Chain Shaman
APRIL 9, 2021
Yes, companies held more inventory (measured in days of inventory) in 2019 than at the start of the 2007 recession. Commercial and operating teams in manufacturing organizations greater than 5B$ in annual revenue were more aligned in 2007, at the beginning of the recession, than in 2020, the start of the pandemic. Alignment Barriers.
Supply Chain Shaman
AUGUST 14, 2016
A Demand-Driven Value Network as defined by AMR Research in 2007: A network that senses demand with minimal latency to drive a near real-time response to shape and translate demand. It is about much, much more than Vendor Managed Inventory (VMI ) or Collaborative Forecasting and Replenishment. Economic Vision of Supply Chain 2030.
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Supply Chain Shaman
APRIL 7, 2016
2) Market-Driven Forecasting. Inside-out, traditional processes forecasting processes use statistical methods to predict the future based on order and shipment patterns. So, what are the market signals to model to forecast demand at the cadence of the market? How can you build market-driven forecasting processes?
Supply Chain Shaman
JUNE 26, 2016
The winners drive improvement while posting financial results in the Supply Chain Metrics That Matter ahead of the peer group. The performance factors evaluated in the analysis are: Growth. (If you trace the year-over-year pattern, you can see that P&G made progress on inventory turns and operating margin 2006-2007, 2009-2010.
Supply Chain Shaman
JUNE 24, 2022
One of my stark realizations this year is that smaller companies are beating larger and often more established companies on growth metrics, inventory turns, operating margin, and Return on Invested Capital (ROIC). (In The metrics selection resulted from work with Arizona State University in 2013.) Look for the full report next week.).
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