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Why I Built CargoParse: Freight Documents Shouldn't Require a Data Entry Team

4 min readZack

I'm not a freight broker. I'm a software developer. But I kept hearing the same frustration from people who work in logistics: they spend hours every day retyping data from Bills of Lading, rate confirmations, and carrier invoices into spreadsheets and TMS systems. Shipper name. Consignee address. PO number. Weight. Freight class. Over and over, document after document.

When I looked into it, I was surprised that nobody had built a good, affordable solution for small logistics companies. The tools that exist are either built for enterprises with six-figure budgets, or they're generic OCR products that can read text off a page but don't understand what a SCAC code is or where to find the PRO number on a BOL.

So I built CargoParse.

What it does

CargoParse reads freight documents and extracts structured data. You upload a BOL, rate confirmation, carrier invoice, or proof of delivery — as a PDF, a scan, or a photo from a phone — and get back the extracted fields, each with a confidence score.

Not just raw text pulled off the page. Structured, labeled fields: shipper name and address, consignee name and address, carrier, weight, PO numbers, dates, charges, line items. The data comes back organized and ready to review.

Every extracted field includes a confidence indicator. Green means the system is confident it read the field correctly. Yellow means it's worth a quick check. You can click into any field, verify it against the original document, fix anything that needs fixing, and export to Excel, CSV, or JSON.

The whole process is typically much faster than manual typing.

Why I built it this way

I made a few deliberate choices based on what I kept hearing from small logistics operators:

No setup required. You sign up, upload a document, and get results. No onboarding call, no integration project, no IT team needed. If you can attach a file to an email, you can use CargoParse.

Freight-specific, not generic. CargoParse supports Bills of Lading, Proofs of Delivery, Rate Confirmations, Carrier Invoices, Commercial Invoices, Lumper Receipts, and Warehouse Receipts. It knows what fields to look for on each document type because it was built specifically for these documents.

Phone photos work. A driver snaps a picture of a signed BOL at delivery. That photo goes straight into CargoParse and gets processed the same as a clean PDF. No scanner required.

Flexible export. You control how the data comes out. Export to Excel, CSV, or JSON. Build custom export templates that map extracted fields to match your spreadsheet or TMS layout. Set it up once and every export matches your format going forward. Check the how-to guide for a walkthrough of the export options.

A free tier that's actually useful. The free plan includes enough documents per month to try it with real work — not just a single test upload. No credit card needed. Paid plans are priced for small companies, not enterprise procurement departments.

Who this is for

CargoParse is for small freight brokers, carriers, and 3PLs who are still manually entering data from freight documents. If someone at your company spends part of their day typing fields from a BOL into a spreadsheet, this is built for you.

I'm not claiming to be a logistics expert. I'm a developer who saw a problem that technology could fix, and I built the tool to fix it. The people who actually use it every day know way more about freight than I do — and their feedback is what shapes what gets built next.

Try it with one of your own documents

The best way to see if CargoParse works for your paperwork is to upload a real document and look at the results. Sign up free — no credit card, no sales call. Upload a BOL or rate con you processed this week and see the extracted fields with confidence scores.

If it saves you time, keep going. If it doesn't, you haven't spent a dime.

Ready to stop keying in freight documents by hand?

Try CargoParse free — 20 docs/month
Z
Zack
Builder of CargoParse. Writes about freight document automation for small logistics companies.