Automate insurance documents: claims, policies, appraisals

Cambrion AI reads claim notifications, policies and damage appraisals automatically and matches the data against your policy and claims systems. 99.5% field accuracy, hosted in the EU.

Why do insurance documents still slow down claims handling?

Insurance processes are still heavily dependent on manual data entry and document handling. Claim notifications, policies, damage appraisals, invoices, and medical reports come in countless formats. Extracting claim numbers, coverage details, dates, parties, or itemised cost positions is time-consuming, error-prone, and slows down settlement.

How does Cambrion AI automate insurance documents?

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

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 claim reports, policies, appraisals, and beyond.

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

Use cases.

Insurance Claims

Automatic extraction of claimant, policy number, date of loss, and claimed amounts for faster triage.

Automatic extraction of claimant, policy number, date of loss, and claimed amounts for faster triage.

Insurance Policies

Capture coverage, sums insured, deductibles, and terms to keep policy records consistent.

Capture coverage, sums insured, deductibles, and terms to keep policy records consistent.

Damage Appraisals

Structure itemised cost positions, valuations, and the total-loss conclusion to speed up settlement.

Structure itemised cost positions, valuations, and the total-loss conclusion to speed up settlement.

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.

Updated on 7 October 2026

Start automating your documents.

Cambrion eliminates the bottlenecks in document-based workflows.

Book intro call

Book intro call