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Below 60% to 94% forecast accuracy for consumables

94%forecast accuracy · from below 60%

A separate consumables forecasting result, distinct from the beauty and FMCG forecasting case.

My role: AI consultant and architect.

Result and Context#

For a high-volume consumables client, forecast accuracy improved from below 60% to 94%.

This short case records the confirmed accuracy result. It is a separate engagement from the beauty / FMCG forecasting case, which improved from approximately 60% to 80% and reports approximately $40M annual business impact.

Financial impact is not quantified here.

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