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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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L’Oréal: A Case Study in Supply Chain Excellence

Supply Chain Shaman

Note that the company is at the industry average on growth, but outperforming the average on operating margin, inventory turns, return on invested capital, market cap, price to tangible book. L’Oréal’s global strategy embraces globalization with a keen focus on the customer. Defining the Strategy of Operations 4.0.

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

Supply Chain Shaman

The client leaned across the table and asked, “Is a customer-centric supply chain strategy the same as a demand-driven supply chain strategy?” Drawing from the Whiteboard: Building Customer-Centric Supply Chain Strategies. The focus is on channel data: price; inventory positions; and policies.

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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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Supply Chain Efficiency: A Deep Dive into the Core Drivers

RFgen

In the automotive sector, manufacturers are simultaneously reducing inventory costs and delivery times. Additionally, we’ll discuss best practices for optimization and strategies for balancing efficiency with resilience. Technology integration: Leveraging digital tools to enhance visibility and decision-making.

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Is it too Early For 2022 Predictions?

Logistics Viewpoints

There will be little relief in 2022 unless the factors driving the increased import volumes—a strong economy and the fundamental shift in consumer behavior to purchase more goods and less services—change. Near or re-shoring sourcing strategies will be evaluated to “shorten” supply chains and gain greater control of supply chain performance.

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Realizing the Value of Supply Chain Optimization for Tire Manufacturing

DELMIA Quintiq

From raw material procurement to final product sales, these supply chains’ ability to minimize inventory through product life cycle controls and facilitate prompt product supply is every bit as important as product differentiation strategies. To achieve this, having the right planning solution is crucial.