AI Enters Demand Forecasting to Adjust Inventory Before Markets Change
Growth in U.S. e-commerce increases the importance of accurate inventory and replenishment planning.
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What happened
Growth in U.S. e-commerce increases the importance of accurate inventory and replenishment planning.
What changes
AI-assisted forecasting can incorporate demand patterns into inventory decisions.
Why it matters
Overstock and stockouts create different costs that a forecast must help manage.
Implications for businesses
A U.S. retailer should test forecasts against actual sales and define who reviews exceptions before changing replenishment decisions.
Un Rino’s take
A forecast is an input to judgment, not a guarantee of future demand.
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