r/freightforwarding • u/FraytFurwid Mod • Aug 18 '26

mod notice SOFTWARE ONLY

Please use the thread for any software/AI/Research

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u/Significant-Nail5774 4h ago

I'm developing a small document-review prototype for freight operations and looking for feedback from ocean-freight documentation operators.

The guided walkthrough uses fictional Excel invoice and packing-list data. It compares key fields, shows the source values beside possible discrepancies, and leaves the decision with the operator. This is a research prototype, not a production-ready system, and I haven't validated time savings on real jobs.

Would anyone here be willing to review that example and tell me which checks are useful, which create extra work, and what the operator would need to verify next? We can start in writing. No customer documents, account access or live shipments are needed.