Seth Swindle

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, you can check them all out here:   On Monday, Scott and Greg chatted with Tim Dooner with FreightWaves, about working from home and how it will work going forward, brokers and owner-operators, and more!   Supply Chain Now · “What the Truck is Going On: Tim Dooner with FreightWaves”   On Tuesday we were overwhelmed by the passion for supply chain and the positivity of Jamin Alvidrez with Freight Tribe!   Supply Chain Now · “Meet Jamin: Supply Chain Vet Shows How to Unleash Positivity”   On Wednesday we welcomed Supply Chain Now vets Claudia Freed with EALgreen and Chuck Easley with the Georgia Tech Supply Chain and Logistics Institute back to the show to discuss education and the future of supply chain.   Supply Chain Now · “Supply Chain Lessons Learned from Pandemic: Claudia Freed & Chuck Easley”   Scott and Greg were joined by Cathy Morrow-Roberson with Logistics Trends and Insights for the Supply Chain Buzz, discussing the top news in supply chain for this week.   Supply Chain Now · “UPS Rate Changes & More: Supply Chain Buzz…