Cambrion Extraction Agent

Documents in.
Data you can build on.

Send an invoice, a handwritten protocol, a patent or a technical drawing. The Extraction Agent returns schema-validated JSON in minutes: no templates, no labelling, no model training.

Book intro call

Try with your own documents

Extraction breaks where documents get real.

One clean invoice is easy. The five-hundredth is not. The layout shifts, the scan arrives rotated, and a credit note looks almost exactly like an invoice. Template-based extraction fails on precisely the documents that matter, and every new format means another round of configuration.

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.


One agent, any layout.

The Cambrion Extraction Agent reads each document at runtime and returns data against a schema you define once. No templates to maintain, no labelling, no per-format training. Every value stays traceable to its position in the source, and anything that fails validation goes to a person instead of downstream.

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.

Proven in production.

3× faster invoice processing

Zoll Experts handles any invoice layout and returns clean, structured data straight into their systems.

Zoll Experts handles any invoice layout and returns clean, structured data straight into their systems.

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

Read the story

1,800 hours saved per year

ERO-Führungen automated order confirmations and removed manual ERP checks entirely.

ERO-Führungen automated order confirmations and removed manual ERP checks entirely.

Read the story

30 minutes down to one

LAUDA extracts complex handwritten test protocols, validated for product release.

Read the story

10,000 patent pages a year

Purem by Eberspächer turns global filings into one unified, searchable schema.

Purem by Eberspächer turns global filings into one unified, searchable schema.

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

Read the story

Get inspired by existing data schemas.

Browse data schemas

Browse data schemas

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 invoices, protocols, patents, drawings, and beyond.

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

Deployment options.

Choose the option that fits your compliance and infrastructure requirements.
Cambrion is ISO/IEC 27001 certified.

Secure EU Cloud

Managed by Cambrion on Open Telekom Cloud. Data is encrypted in transit and at rest. Fastest time-to-value.

EU data residency

Private Cloud

Container-based deployment in your private cloud via Docker Compose or Kubernetes (Helm chart). Your keys and controls.

Your infrastructure

On-Premise

Air-gapped deployment within your data center. Suitable for regulated industries and maximum control.

Zero egress

See it on your own documents.

Book a 30-minute call and we will run one of your own files live.

Book intro call

Book intro call