Data Tools Cut Letter of Credit Risks in Ocean Freight
This article, from the perspective of a data analyst, deeply analyzes the risk of refusal associated with Letters of Credit and sea waybills. It provides a set of strategies for pre-emptive prevention, in-process response, and post-event remediation. The emphasis is on using data-driven document compliance models, risk assessments, and loss mitigation plans to help companies avoid refusal risks and protect their economic interests. This data-centric approach aims to minimize financial losses and ensure smoother international trade transactions.









