Data Tools Boost Supply Chain Resilience Amid Port Delays

Data Tools Boost Supply Chain Resilience Amid Port Delays

This paper analyzes the causes of international shipping terminal congestion from a data analyst's perspective, proposing a core response logic of 'early prediction + proactive avoidance + dynamic adjustment + emergency coordination.' Strategies such as port/route substitution, process optimization, and resource coordination are employed to mitigate the impact of congestion on cargo timeliness. The paper emphasizes the crucial role of data-driven approaches in risk management, decision support, and supply chain optimization, ultimately helping businesses enhance supply chain resilience. It highlights the importance of leveraging data for proactive problem-solving and improved operational efficiency.

01/15/2026 Logistics
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Guide to Ocean Freight Terms CYCY Vs CYLO Explained

Guide to Ocean Freight Terms CYCY Vs CYLO Explained

This article provides an in-depth analysis of CYCY and CY/LO delivery terms in ocean freight. It compares and contrasts these two terms across three dimensions: cost, timeliness, and risk. Using real-world case studies, a scenario-based decision model is built to guide foreign trade enterprises in selecting the optimal solution based on cargo value, shipping route, and cooperation model. This aims to achieve cost control and efficiency improvement. Ultimately, the article proposes a flexible supply chain management strategy of 'parallel dual terms' to optimize shipping operations.