Turning shipping PDFs into CSV? Show uncertainty before you touch real trade documents.
A practical launch-readiness snapshot for AI workflows that extract Bills of Lading, packing lists, or shipping PDFs into structured tables. It checks sample-data hygiene, uncertainty flags, human approval gates, and safe buyer-facing wording — not customs, legal, logistics, or compliance advice.
Representative fictional sample: Bill of Lading → CSV + uncertainty report
This is a fictional/composite example. It does not describe a real shipper, consignee, shipment, customs process, compliance status, logistics operation, or commercial outcome.
file_id,field,value,status,review_note
sample_bol_001,shipper,"Northstar Homewares Ltd",ok,"clear text in header block"
sample_bol_001,consignee,"Harbour Retail Pty Ltd",ok,"matches consignee block"
sample_bol_001,container_no,"TCLU1234567",needs_review,"last digit partly blurred; verify against source document"
sample_bol_001,eta,"2026-07-18",needs_review,"date inferred from 18/JUL/26; confirm port-local date"
sample_bol_001,goods_description,"ceramic kitchenware",ok,"not a tariff or HS classification"
sample_bol_001,gross_weight_kg,"4820",needs_review,"unit appears kg but scan is low contrast"Readiness scorecard
Use fictional/composite trade documents for demos. Do not ask prospects to send real customer files until privacy, retention, and deletion terms are clear.
Risky fields such as container, ETA, weights, party names, and ports need explicit
needs_review states, not silent acceptance.Block export/sync until a reviewer approves uncertain records before they enter a spreadsheet, TMS, ERP, or customer update.
Safe wording: “structured extraction + human check.” Unsafe wording: “customs-ready,” “compliance-approved,” or “guaranteed accurate trade data.”
Return CSV, uncertainty report, and rejected-field list. Avoid a raw AI answer that hides what the model guessed.
This is workflow-readiness only. It is not trade, customs, legal, compliance, logistics, or security advice.
Mini-check returned to the buyer
Pricing and safe claims
Free: one public/fictional sample workflow, 3 readiness checks. A$149: 1-page extraction workflow readiness snapshot. A$499: pilot-readiness pack with schema, approval gate checklist, sample-page wording, and handoff notes.
Safe claim: “I will help you make the extraction workflow pilot-ready with uncertainty flags and human review.” Unsafe claim: “I will make your trade documents customs-ready, compliant, or guaranteed accurate.”