Optimization Modeling Procurement Analytics Sourcing 
Supply Chain Shaman
MAY 21, 2024
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. Error is error, but is it the most important metric? My answer is no.
Supply Chain Shaman
JANUARY 7, 2025
Each supply chain planning technology at the end of 2024, went through disruption–change in CEO, business model shift, layoffs, re-platforming and acquisitions. To build an outside-in model, and use new forms of analytics, we must start the discussion with the question of, “what drives value?” My advice?
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Logistics Viewpoints
APRIL 1, 2021
In a previous post , I made a case for how the Chief Supply Chain Officer (CSCO) and Chief Procurement Officer (CPO) are smarter together. Accordingly Supply Chain and Procurement will need continuous collaboration. Such sourcing events can be in the context of direct materials or logistics capacity.
Supply Chain Shaman
MAY 26, 2023
The basic frame of supply chain planning–functional taxonomies for optimization on a relational database–must be redesigned before supply chain leaders can reap the benefit of deep learning, neural networks, and evolving forms of Artificial Intelligence (AI). Or a unified data model across source, make, and deliver for planning?
Supply Chain Shaman
JANUARY 2, 2023
In traditional advanced planning applications (APS) for a manufacturing company, the forecasting model’s role is to generate a time-series forecast in the tactical horizon (outside of lead time). (An In traditional planning taxonomies, the tactical forecast is modeled, and the operational signal is calculated using consumption logic.
Logistics Viewpoints
APRIL 6, 2023
Procurement and Supply Chain Management are essential functions that can help companies navigate these challenges, but they are often siloed and operate in separate departments. Their metrics are often misaligned as well – supply chain focuses on service and procurement focuses on the cost of acquiring materials and services.
Supply Chain Shaman
SEPTEMBER 13, 2023
I know that your primary focus is procurement. The distribution models were never tested when implemented. As a result, after four years of the initial go-live, the team blindly used planning models, distorting the plan. Or planned orders to purchase orders?) I encourage all to backcast to test and improve their models.
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