Automate logistics documents: delivery notes, CMR, customs

Cambrion AI reads delivery notes, CMR waybills, booking confirmations and customs documents automatically and sends validated data to your ERP or WMS. 99.5% field accuracy, hosted in the EU.

Why do logistics documents still slow operations down?

Logistics processes are still heavily dependent on manual data entry and document handling. Delivery notes, freight papers, booking confirmations, invoices, and packing lists come in countless formats. Extracting line items, dates, sender/recipient details, or reference numbers is time-consuming, error-prone, and slows down operations.

Logistics processes are still heavily dependent on manual data entry and document handling. Delivery notes, freight papers, booking confirmations, invoices, and packing lists come in countless formats. Extracting line items, dates, sender/recipient details, or reference numbers is time-consuming, error-prone, and slows down operations.


How does Cambrion AI automate logistics documents?

Cambrion’s agentic document processing pipelines turn unstructured logistics documents into structured, validated data within minutes, without templates or labelling effort. Agentic processing also matches the data against your existing systems of record.

How it works.

1

Provide an example.

Simply upload a sample document once. PDF, scans or a data entry mask screenshot.

2

Customize data schema.

Your pipeline is automatically pre-configured. Pick and customize the fields you need.

3

Process your documents.

Get structured data from all your documents via API. Compatible with your existing infrastructure.

How it works.

1

Provide an example.

Simply upload a sample document once. PDF, scans or a data entry mask screenshot.

2

Customize data schema.

Your pipeline is automatically pre-configured. Pick and customize the fields you need.

3

Process your documents.

Get structured data from all your documents via API. Compatible with your existing infrastructure.

Key benefits.

Speed: Process documents in seconds instead of minutes.

Accuracy: Reduce manual errors and ensure consistent data quality.

Scalability: Handle thousands of documents without additional staff.

Flexibility: Works across delivery notes, freight documents, invoices, and beyond.

Integration-ready: API endpoints fit seamlessly into your existing IT landscape.

Use cases.

Delivery Notes

Automatic extraction of sender, recipient, weight, and line items for faster goods receipt.

Automatic extraction of sender, recipient, weight, and line items.

Automatic extraction of sender, recipient, weight, and line items for faster goods receipt.

Booking Confirmations

Match customer and order data with your system of record before processing.

Match customer and order data with your system of record before processing.

Invoices & Packing Lists

Automate entry of amounts, VAT, positions, and references to cut processing costs.

Automate entry of amounts, positions, and references to cut processing costs.

Automate entry of amounts, VAT, positions, and references to cut processing costs.

Get inspired by existing data schemas.

Browse data schemas

Browse data schemas

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.

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Updated on 7 October 2026

Start automating your documents.

Cambrion eliminates the bottlenecks in document-based workflows.

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