AI

Supply Chain

The Rise of AI-Driven Demand Forecasting

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The Rise of AI-Driven Demand Forecasting

Forecasting That Learns

Classical demand planning leaned on moving averages and a planner’s intuition. Modern AI models ingest weather, promotions, web traffic, and macro signals to predict demand at the SKU-and-store level — and they keep learning as reality unfolds.

The payoff is tangible: fewer stockouts, leaner safety stock, and working capital freed from inventory that was only ever a hedge against uncertainty.

Trust Is the Hard Part

Accuracy alone doesn’t drive adoption. The forecasts that get used explain themselves — surfacing the drivers behind a number so planners can challenge, adjust, and ultimately trust the machine.

JW

Jeremy Williams

Writer · dobeu Supply

Field notes on supply chain technology, forecasting, and the software quietly moving the world.

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