Cambrion - Ship document automation your customers can rely on

Product owners.

Move beyond the demo and build AI that scales.

The structured data challenge.

Building robust AI capabilities inside a product sounds simple. In reality, however, it is slow, costly, and risky. Standard tools from model providers are great for prototyping but fail when you need production-grade stability, governance, and flexibility. Internal AI development can take months, tying up scarce engineering resources and delaying critical feature launches. Projects often overrun timelines, exceed budgets, and deliver inconsistent performance, while customers wait for automation that never quite reaches production quality.

Building robust AI capabilities inside a product sounds simple — but in reality, it’s slow, costly, and risky. Standard tools from model providers are great for prototyping but fail when you need production-grade stability, governance, and flexibility. Internal AI development can take months, tying up scarce engineering resources and delaying critical feature launches. Projects often overrun timelines, exceed budgets, and deliver inconsistent performance, while customers wait for automation that never quite reaches production quality.

The Cambrion solution.

Cambrion gives you a battle-tested and flexible infrastructure layer for document intelligence. This accelerates your time-to-market while minimizing engineering lift and delivery risks.

Rapidly build and deploy AI-powered document automation features enhancing your customer value.
Use the latest underlying vision-language models and switch anytime.
Generate stable, validated API endpoint automatically.
Deliver consistent, reproducible results across customers and document types.