Luis Pajares

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…

BIG THINGS happening here at Supply Chain Now! Have you listened to all the episodes from this week? If not, no worries! Check them all out here:   We started out the week wrapping up our last episode from MODEX 2020 with supply chain visionary Diego Pantoja-Navaja with Oracle.   Supply Chain Now · “Supply Chain Visionary: Diego Pantoja-Navajas with Oracle”   On Tuesday, Scott and Greg were joined by Enrique Alvarez and Adrian Purtill with Vector Global Logistics as they continued the Logistics with Purpose series with special guest Patrick Plonski with Books for Africa.   Supply Chain Now · “Logistics with Purpose: Patrick Plonski, PhD with Books for Africa”   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.   Supply Chain Now · “The Supply Chain Buzz: Week of April 27th”   Scott and Greg were joined by Bobby Holland with U.S. Bank and Lee Klaskow with Bloomberg Intelligence on Thursday as they discussed the key takeaways from the Q1 2020 U.S. Bank Freight Payment Index.   Supply Chain Now · “Analysis of Q1 2020 U.S. Bank Freight Payment…