Remove Benchmarking Remove Eliminating Excel in Purchasing Remove Forecasting
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The Forecasting Accuracy Bugaboo

Logistics Viewpoints

When it comes to running a company, when things break down executives have traditionally said “we need to improve our forecasting!” Would better forecasting accuracy be a good thing? Unfortunately, most companies cannot, and will never be able to, consistently rely on highly accurate forecasts. Absolutely!

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Reinventing Supply Chains: Focus on Human Factors

Supply Chain Shaman

In May 2025, one in seven home-purchase agreements fell through resulting in the cancellation of 56,000 purchase contracts. Each organization has multiple demand streams with different characteristics–forecastability, demand latency, and bias. Most companies forecast a single stream with a focus on error.

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Reflection: The Journey to be Market Driven

Supply Chain Shaman

Traditionally, companies focus on the use of enterprise data — orders and shipments, which usually has a two- to four-week demand latency (the time from channel purchase to order receipt) and a 2-to 3-month market latency (the time from the market trigger to the translation into an order). It does not fit into traditional supply chain models.

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What is Purchase Price Variance (PPV) and How to Calculate it?

SCMDOJO

Introduction Gardner, (1954) and Huntzinger, (2007) define Purchase price variance (PPV) as a metric used to measure the effectiveness of cost-saving efforts by calculating the difference between the planned cost (standard pricing) allocated for purchasing activities and the actual cost incurred.

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Financial Forecasting: What It Is, Why It Matters, and How to Get It Right

Precoro

Definition: Financial forecasting is a projection of the company's future financial performance based on historical data, market research, and business needs. The forecasts act as a guide, which you can use to make strategic decisions on resource allocation and define clear, attainable goals.

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Is A Customer-Centric Strategy the Same as Demand-Driven? Outside-In?

Supply Chain Shaman

The network senses, translates, and orchestrates market changes (buy- and sell-side markets) bidirectionally with near real-time data to align sell, deliver, make and sourcing organizations outside-in. It is about much, much more than Vendor Managed Inventory (VMI ) or Collaborative Forecasting and Replenishment. The Building Blocks.

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What Is Old Is New Again. Maybe, Just Maybe, the Emperor Is Getting Some Clothes.

Supply Chain Shaman

At a time that marketplace offerings were super-hyped, I forecasted the doom of ten e-marketplace providers. While there is work within SAP to rethink SNC and use the assets purchased with Ariba to build multi-tier capabilities, the progress is not encouraging. At the time, I was a junior Gartner analyst. was controversial.