Vicki Bachmann

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…

The right match unlocks efficiency, visibility, and cost control—without drowning in unused features Special Guest Blog Post written by e2open   When picking a Transportation Management System (TMS), shiny features, slick dashboards, and buzzwords can be distracting. But here’s the truth: real ROI doesn’t come from having the most bells and whistles. It comes from finding a TMS that fits your transportation complexity like a glove.   Too simple, and you’ll outgrow it before the ink is dry. Too complex, and you’ll be paying for tools you don’t use. Nail the fit, though, and other KPIs like cost savings, faster execution, and happier customers will slide into place.   How to pick a TMS that fits your freight   Carriers and LSPs running on legacy systems miss out on the real-time visibility and cost control a modern TMS delivers, leaving them slower, less efficient, and easier to undercut. Let’s unpack how to look beyond flashy features and choose a TMS that works for your business:   Match complexity first. The biggest ROI driver is aligning your TMS with your transportation complexity. Get that right, and everything else follows.   Consider adaptability and scalability. Your TMS should grow with you. Look…