Rebecca Bowman

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…

How do I select a tool for PCB design collaboration? PCB design has evolved from a single designer handling layouts to a collaborative effort among experts, especially for complex products like tablets and smartphones. With teams often working remotely, effective collaboration tools are essential to avoid errors and delays. Download this white paper to answer the following questions: Is there a downside to working on a group PCB design environment in the absense of a powerful collaborative PCB design tool? How can a PCB design tool with robust collaboration tools benefit your team? What collaboration features should you look for when considering your options for PCB design tools?   Download the White Paper Here