Ken Ackerman

Special Guest Blog Post written by Dr. Johannes Hangl with e2open   AI is no longer an experiment in global trade compliance. It’s already being applied in product classification, document-to-declaration workflows, risk targeting, and sanctions screening. At the same time, regulators and customs authorities are adopting AI themselves. This is raising expectations for data quality, transparency, and governance across the entire trade ecosystem. With the EU AI Act set to apply from August 2026, companies that have not yet implemented human-in-the-loop controls, drift monitoring, and defensible audit trails are running out of time to close the gap.   Where AI is already adding real value today: HS and ECN classification   Product classification has become one of the most practical AI use cases. Modern tools can now suggest harmonized system (HS/ HTS) and export control (ECCN) codes, explain the rationale, and attach confidence scores and audit metadata to each decision. This direction mirrors what customs authorities are doing. Administrations such as German Customs have discussed using machine learning to improve targeting and risk detection. It appears both sides of the border are moving toward data-driven decision support. AI does not remove accountability. It changes how accountability is exercised.   Practical…

The modern supply chain landscape is defined by constant disruption, demanding a proactive approach to challenges. In our guide to supply chain disruptions, we delve into the critical sources of disruption reshaping the industry: climate change, global conflict, and labor disputes. Through data-driven insights and expert analysis, we offer strategies for building resilient supply chains, emphasizing the importance of leveraging technology, supplier management, and collaboration. Read on to learn how to navigate the complexities of supply chain disruptions and thrive in this era of uncertainty. Working in an Era of Supply Chain Disruption At the onset of the supply chain crisis spurred by the COVID-19 pandemic, many in the industry thought that the time of constant disruptions and delays would resolve with the pandemic. This, however, has proven far from true. Instead, our increasingly global supply chain — ever more reliant on a complex network of international transportation partners — is more vulnerable than ever to disruptions. In this section, we’ll look at three sources of disruption transforming the industry. 1. Climate Change Takes its Toll on Normal Operations Climate change is leading to new supply chain vulnerabilities. One significant example is the Panama Canal, a critical artery in global…