Agricultural producers unable to predict and manage seasonal supply volatility across markets

Pineapple producers and agricultural suppliers face unpredictable seasonal surpluses and shortfalls that destroy margins and create cash flow crises. External factors like El Niño, currency fluctuations, and logistics cost spikes compound the problem, leaving producers unable to optimize inventory, pricing, and distribution timing. Current forecasting methods fail to account for the complex interplay of climate, currency, and logistics variables.