Stela Jaqueta

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…

We continued this week on Supply Chain Now with more great interviews, conversations, livestreams, and episodes! Did you miss any episodes? On Monday, Scott and Karin Bursa introduced our newest Supply Chain Now program, TEKTOK, to our audience!   On Tuesday, Scott and Greg welcomed Dan Reeve with Esker back to Supply Chain Now for a conversation about increasing supply chain visibility and cash flow.   We published our Supply Chain Buzz on Wednesday, where Scott & Karin discussed the top news in supply chain for the week, and also welcomed featured guest, Lora Cecere with Supply Chain Insights to the podcast.   On Thursday, we continued with the second half of Greg’s interview with Sarah Barnes-Humphrey for TECHquila Sunrise.   And to wrap up the week, Scott and Greg welcomed Ashfaque Chowdhury, PhD with XPO Logistics to the podcast for a great conversation. Which was your favorite episode this week? Never miss an episode by subscribing to Supply Chain Now! Make sure you tune in next week for more great conversation, timely topics, and exceptional guests.