Remove Eliminating Excel in Purchasing Remove Procurement Analytics Remove Trends
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Probabilistic Forecasting: The Future of Supply Chain Planning

ToolsGroup

However, this approach ignores real purchasing behavior, such as customers buying complete sets of four tires. Probabilistic demand forecasting, in contrast, provides a full probability distribution, revealing actual purchasing patterns and enabling inventory planners to align stock levels with demand realities.

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Strategic Sourcing + Smart Solutions: The Unbeatable Duo for Procurement Success

SCMDOJO

Strategic sourcing and innovative solutions are often viewed as two distinct procurement tools, but they should not be seen in isolation. Think of them as apples and gearseach essential and effective on its own, yet when combined; they create a formidable mechanism for achieving procurement excellence.

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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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Machine Learning in Demand Planning: How to Boost Forecasting

ToolsGroup

Beyond simply improving forecast accuracy, todays ML-powered demand forecasting software uncovers hidden supply trends, anticipates pricing fluctuations, and enables proactive supply chain planning decisions. According to McKinsey , organizations implementing AI-driven demand forecasting solutions can reduce forecast errors by 30% to 50%.

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Process Audit Reports – Create Efficiency and Procurement Excellence

Procurement Academy

Looking to improve operations and achieve cost savings within your procurement processes? Perhaps you already have a process audit report, or are interested in discovering how it could benefit you and streamline your operations. What is the Purpose of a Process Audit Report?

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What Today’s Modern BI Systems Do That Legacy Reporting Tools Can’t

Silvon Software

Analytics and business intelligence (BI) are no longer optionaltheyre essential. In todays fast-moving business landscape, leaders need immediate, trustworthy insights to outpace competitors, spot trends before they escalate into problems, and seize opportunities as they arise. Why does that matter?

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L’Oréal: A Case Study in Supply Chain Excellence

Supply Chain Shaman

The award, based on beating the industry peer group on rate of improvement on the key metrics of growth, operating margin, inventory turns, and Return on Invested Capital (ROIC) while outperforming their peer group, is tough to achieve. The orbit chart below illustrates L’Oréal’s performance at the intersection of two metrics.