Freight document processing.

Automated document intelligence to supercharge your operations.

Automated document intelligence to supercharge your operations.

The freight document challenge.

Freight operations rely on a continuous stream of complex documents — CMRs, B/Ls, AWBs, manifests, carrier invoices, packing lists, booking confirmations, and more. Formats vary across carriers, regions, and partners, making automation unreliable with standard OCR and template-based solutions. They break on layout changes, require constant manual checks, and cause avoidable delays, errors, and compliance risks throughout the transport chain. Prompt-based LLM approaches barely make it beyond pilot phase and require constant plumbing.

The Cambrion solution.

Cambrion converts any freight document into clean, validated data without relying on templates, prior labelling effort, or fragile prompts:

  • Consistent extraction quality: Stable results across carriers, lanes, regions.

  • Accurate shipment data: References, parties, routings, weights, charges, line items.

  • Seamless system integration: Validated output for TMS, WMS, ERP, or carrier portals.

  • Flexible deployment: Operate in private cloud environments or fully on-premise.

Example use cases.

  • Booking Confirmations: Extract schedules, container details, etc. and match with your TMS.

  • CMR (Road Transport): extract consignor/consignee, route, cargo description, references

  • Bill of Lading (Ocean): capture container IDs, ports, vessel details, parties

  • Air Waybill (Air Cargo): parse MAWB/HAWB, weights, charges, routing

  • Packing Lists & Manifests: identify counts, measurements, packaging, harmonized codes

  • Carrier Invoices: validate charges and map references into billing processes

How it works.

1

Configure

Select the data fields you need to extract.

2

Test

Test for consistent results across other documents.

3

Connect

Integrate into your existing workflow via API.

Why Cambrion.

More control than standard LLM or intelligent document processing (IDP) tools:
A structured data schema enables repeatable, verifiable results.

One platform, many use cases: Test agentic pipelines on your most complex document use cases and add pipelines as your document processing needs evolve.

Model-agnostic by design: Use or switch between LLMs without being tied to a single provider’s tooling.

Built for internal AI competence: Create a reusable foundation for future document automation instead of adding yet another point solution.

More control than standard LLM or intelligent document processing (IDP) tools: A structured data schema enables repeatable, verifiable results.

One platform, many use cases: Test agentic pipelines on your most complex document use cases and add pipelines as your document processing needs evolve.

Model-agnostic by design: Use or switch between LLMs without being tied to a single provider’s tooling.

Built for internal AI competence: Create a reusable foundation for future document automation instead of adding yet another point solution.

Munich Airport

Munich Airport

Munich Airport

80% faster X-ray document processing

A leading ground-handling company automated 50,000 yearly X-ray documents.

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Read more

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Automate freight document processing

Cambrion helps eliminate the bottlenecks in document-based workflows.

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Integrate into your existing workflow via API