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3 Machine Learning Use Cases for Planning

3 Machine Learning Use Cases for Planning

Alteryx
Pages 11 Pages

This ebook focuses on practical ML applications that improve forecast accuracy, resilience, and cost control in planning/logistics. It highlights how ML can detect patterns in complex demand signals, improve inventory and replenishment decisions, and optimize operational planning by anticipating disruptions. The narrative stresses moving from spreadsheet-heavy processes to repeatable, scalable models that update with new data. It positions ML as a way to reduce firefighting—helping teams plan with clearer scenarios, better service levels, and fewer expensive surprises.

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