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 Planning Software 357

Supply Chain Planning Software Procurement Analytics Supply Chain Performance Manufacturing Procurement 357

Supply Chain Shaman

FEBRUARY 14, 2022

I wrote my first report on Sales and Operations Planning (S&OP) while sitting on the floor in the Atlanta airport in 2005 when I was an AMR Research analyst. When my flight canceled, I was en route to the annual AMR conference in Phoenix. The model in Figure 1 became the foundational model for the Gartner S&OP model.

S&OP 195

S&OP Supply and Demand Procurement Analytics Manufacturing Procurement 195

Supply Chain Shaman

SEPTEMBER 22, 2021

One of the goals of the conference was to challenge the audience to redefine work. At the end of the presentation, I asked Allyson her perspective on open source analytics. My question was, ” Would the world of Python, R, and NoSQL offer for an improved modeling environment with a digital twin deployment. ” My take?

Optimal Sourcing 217

Optimal Sourcing Analytics Software Procurement Analytics Supply Chain Planning Software 217

Supply Chain Shaman

OCTOBER 8, 2019

Next year’s conference will be on September 8th-11th in Franklin, TN, south of Nashville, TN. The design of the conference includes tours of several modern warehouses and centers of excellence. The budget is not sufficient and is often a detrimental input for supply chain forecasting. Time horizon. Bias and error.

Supply Chain Design Software 183

Supply Chain Design Software Inventory Reduction Supply Chain Planning Software Forecasting 183

Supply Chain Shaman

AUGUST 26, 2015

As the markets plummet, it is time to remind ourselves that demand is not a forecast. Traditional forecasting approaches are not adequate in a time of market volatility. In the real world, companies operate with a Mean Absolute Forecast Error of 24-60%, and have a bias of 9-40%. I remember December 2007 like yesterday.

Supply and Demand 150

Supply and Demand Forecasting Modeling Forecasting Software 150

Supply Chain Shaman

APRIL 7, 2016

When you think about the product lifecycle from cradle-to-cradle through the moments of truth of purchase, usage, and disposal, what are the opportunities to improve corporate social responsibility? 2) Market-Driven Forecasting. So, what are the market signals to model to forecast demand at the cadence of the market?

Supply Chain Design Software 150

Supply Chain Design Software Supply and Demand Supply Chain Planning Software Supply Chain Network Software 150

Arkieva

JANUARY 6, 2017

Three Steps to a Better Statistical Forecast Setup. Arkieva COO – Sujit Singh, outlines three essential steps to better statistical forecasting — simulate, measure, refine. She shared that her business had implemented a statistical forecasting package from one of the leading vendors during the previous year.

Inventory Reduction 61

Inventory Reduction Cost Reduction Strategies Material Savings Vendor Strategies 61