以数据护航食材配送，未来还能预测就餐者爱吃什么

Core Viewpoint - The article highlights the importance of data-driven optimization in food ingredient delivery, emphasizing its role in ensuring food safety and efficiency in the supply chain [1]. Group 1: Data-Driven Optimization - The "data-driven food ingredient delivery quality and efficiency dynamic optimization" scenario has been recognized as a practical case for Jiangsu's public data initiatives by 2025 [1]. - This scenario integrates multiple data sources across the entire supply chain, from procurement to delivery, ensuring a closed-loop data system [1]. Group 2: Functional Capabilities - The system enables dynamic procurement adjustments based on historical consumption data and real-time market conditions, which helps reduce procurement costs and maintain ingredient freshness [3]. - It features dynamic transportation route planning that updates every 30 minutes based on real-time traffic data and delivery requirements, significantly shortening delivery times [3]. Group 3: Performance Metrics - The application of this scenario has led to a 15%-20% reduction in ingredient loss and an increase in on-time delivery rates to over 98% [5]. - For instance, a middle school reported a reduction in delivery time for leafy vegetables from 2.5 hours to 1.8 hours, resulting in a 12-point increase in satisfaction ratings [6]. Group 4: Future Developments - The system aims to establish a feedback mechanism to adjust delivery based on consumer preferences, creating a personalized dietary label database for tailored delivery solutions [6].