Mario Pawlowski

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…

Another great week here at Supply Chain Now! Have you listened to all the episodes? If not, no worries! Check them all out here: We added a special Saturday episode on May 2nd and featured the first of three speakers from the 2020 AIAG CR Summit and their insights from the conference. First up was Michael Wurzman…     …Then on Monday we featured Tolga Yaprak with iPoint…     …And then on Tuesday, we featured Bruno Sarda.     On Wednesday, we published another episode in the fantastic Logistics with Purpose series sponsored by Vector Global Logistics. Our special guest was Lauren Noce with Hungry.     Then we published the new and improved Supply Chain Buzz, with Scott and Greg sharing and discussing the latest news and events in Supply Chain and beyond.     And to wrap up the week, Scott chatted with the Resilience360 team about their upcoming webinar about the 2020 Hurrican Season.     Which was your favorite episode? Make sure you tune in next week for more great conversation, timely topics, and exceptional guests on Supply Chain Now!