Remove 2007 Remove Eliminating Excel in Purchasing Remove Procurement Analytics
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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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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. Ask a procurement or transportation professional if they have a good demand signal and expect a laugh. They have forgotten the lessons of the 2007 recession and the pandemic. Watch for the launch.

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Reflection: The Journey to be Market Driven

Supply Chain Shaman

The organization failed to anticipate the downturn in the cereal market during the 2007 recession, resulting in a loss of consumer confidence in the organic product segment. This week, the organization reported that net sales decreased 2 percent to $19.5 It does not fit into traditional supply chain models. The result?

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How We Stubbed Our Toe in The Evolution of S&OP

Supply Chain Shaman

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. I wrote many reports on airport floors in those days–electrical plugs were just too scarce.) Sales and Operations Maturity Model from 2005-2008. My challenge?

S&OP 195
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Collaboration? When It Comes to Cash-to-Cash, We Don’t Know How to Walk the Talk

Supply Chain Shaman

Cash-to-Cash Metrics. Cash-to-cash is a compound metric: (Days of Receivables+Days of Inventory)-Days of Payables=Cash Conversion Cycle. While touted as a digital procurement provider, it took the Company nine days to onboard me as a vendor, and two weeks to process a Purchase Order. In times of uncertainty, cash is king.

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My Take: E2open Buys Terra Technology

Supply Chain Shaman

As an analyst in the supply chain market for 15 years, I have written many articles on best-of-breed technology companies purchased by a larger company. In 2007-2014 Terra added inventory management, multi-tier demand sensing, transportation forecasting, and long-term forecasting. The Company has a checkered past. It is a new buyer.

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Preparing to Run Supply Chains at the End of the Second Global Economy

Supply Chain Shaman

Supply chain leaders were slow to adopt advances in Big Data Analytics. In parallel, PE/venture capitalists purchased/consolidated network solutions, slashing R&D and delaying investment, reducing industry capabilities. If you, like most, are running your supply chain based on ERP and Excel spreadsheet data, you are not prepared.