Agricultural producers cannot accurately predict harvest timing due to unpredictable weather disruptions

Crop growers like sweet potato farmers face significant financial losses when droughts and unexpected weather patterns delay harvests by weeks, disrupting supply chains, storage logistics, and buyer commitments. Current weather forecasting and agricultural planning tools fail to provide actionable, farm-specific predictions that account for local soil conditions and microclimate variations, forcing growers to make costly decisions with incomplete information.