AI Forecasts Beat the Incumbent Forecast in 15 of 15 Customer Deployments

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The Demand Forecasting Accuracy Report 2026 measures AI against the forecasts companies already run, in each company's own metric. No surveys.
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DemandForecast.ai's report found that AI-powered demand forecasting reduced forecast error by 14-56% and manual planning effort by 70% across 15 deployments. The report's results, measured in each company's own metric, included a 10-25% sales lift and up to 50% reduction in overstock.