J.D. Redmon

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 Jenny Froome and Dominique Zwinkels. Supply Chain Now · “Supply Chain Front & Center: Jenny Froome & Dominique Zwinkels”   Then on Tuesday, we continued in the Logistics with Purpose series and welcomed Jeremy Newhouse with MATTER to the podcast.   Supply Chain Now · “Logistics with Purpose: Jeremy Newhouse with MATTER”   On Wednesday, Scott and Greg tackled the top news in supply chain on the Buzz, and welcomed special guest Rob Lopez with Peach Tree Commercial Capital.   Supply Chain Now · “Supply Chain Buzz with Rob Lopez & Peach Tree Commercial Captial: Manufacturing, Money & More”   Scott and Greg were joined by Lynne Johnson and Joe Barto with AME on Thursday:   Supply Chain Now · “Helping Manufacturers Share, Learn, & Grow: Joe Barto & Lynne Johnson with AME”   And we wrapped up the week as Scott and Greg were joined by Ricahrd Schrade with Automation Intelligence:   Supply Chain Now · “Tomorrow’s Automation Today: Richard Schrade, Co-Founder & President of Automation Intelligence” Which…