Extreme and record temperature variations have had negative impacts on the trade in fruits and vegetables, leading to increased losses at all stages of the supply chain. Inflation in the food at home subgroup has risen 1.34%, with projections of a 2.8% lower harvest in 2023 and increases in food prices for 2024. The complexity of managing fresh food in supermarkets, particularly in the face of unpredictable weather conditions, has led to the emergence of new solutions like artificial intelligence models to optimize inventory and purchasing decisions.