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Machine Learning in Demand Planning: How to Boost Forecasting

ToolsGroup

Enhanced Promotions and Events Analysis Promotions, advertising campaigns, and trade events are vital components of marketing strategy, but accurately measuring their impact on demand remains challenging. Five Ways Advanced Machine Learning in Demand Planning Is Improving Forecasting 1.

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Step Past AI Hype Drive Real Value

Supply Chain Shaman

Most of the business networks were hollowed out by venture capitalists or purchased by opportunists. On December 5th, Supply Chain Insights is hosting a small event at Georgia Tech to share the results of a two-year research effort to connect financial metrics by industry to supply chain performance to drive value.

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Process Audit Reports – Create Efficiency and Procurement Excellence

Procurement Academy

A process audit report is designed to, ultimately, streamline processes, enhance decision-making and drive overall procurement excellence. Typically, a procurement audit report will review areas such as the agreement of contracts, pricing data and purchase information, financial statements, stakeholder data and supplier performance records.

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3 Signs Your Inventory Is Cheating on You

John Galt

Because companies often fail to let go of old habits and siloed metrics, and they fail to align decisions across functions. Shared metrics are critical. Inventory optimization is one of the most visible places where organizations expect to see a return from supply chain investments. But often, expectations fall short.

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WestRock’s Next-Gen Supply Chain Planning: From Function to Enterprise Enabler

o9 Solutions

Lunch-and-learns, stakeholder walkthroughs, and value-first conversations created buy-in across functions. Think beyond functional metrics. Striking the Balance: Hybrid Planning Strategies in Integrated Paper and Packaging How to evolve in the paper and packaging industry, focusing on operational excellence and customer prioritization.

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AI in Retail Supply Chain: Transforming Retail with Next-Gen Intelligence and Strategic Advantage

ThroughPut

By infusing intelligence into every supply chain touchpoint—from sourcing to shelf—AI is driving operational excellence, customer satisfaction, and exponential growth. Scenario Planning and Shock Simulations: Simulate macroeconomic shifts, weather events, or geopolitical risks in minutes. ThroughPut.AI Here’s how ThroughPut.AI

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Complete Guide to Backorder Management for eCommerce

Ware2Go

With supply chain issues becoming more frequent due to labor strikes, geopolitical tensions, and climate events, businesses need sophisticated approaches to maintain revenue flow during stockouts. By allowing customers to purchase temporarily out-of-stock items, companies can preserve customer relationships while gaining valuable demand data.