Unlock Unstructured Data with Cambrion and Make: A Partnership for Seamless Document Automation

Written By Daniel Gamber

In today's fast-paced enterprise landscape, the ability to efficiently process and leverage unstructured data is no longer a luxury – it's a necessity. From invoices and contracts to complex reports and checklists, 80-90% of enterprise data remains unstructured, creating significant bottlenecks, inflating costs, and hindering the true potential of AI initiatives.

That's why we're incredibly excited to announce a powerful new technology partnership: Cambrion is now deeply integrated with Make, the leading visual automation platform from Celonis. This collaboration empowers businesses to not only extract and structure critical information with unparalleled accuracy and speed but also to seamlessly integrate that validated data into virtually any workflow across their organization.

The Data Bottleneck: A Challenge Cambrion and Make Solve Together

Traditional methods of handling unstructured data, whether manual processing or rigid, template-based IDP solutions, often lead to:

  • Excessive Operating Costs: Millions are wasted annually on manual data entry and rework due to human error.

  • Costly Errors and Risks: Manual mistakes can cause expensive rework and compliance issues.

  • Blocked AI Innovation: "Garbage In, Garbage Out" stalls the value of AI and LLM initiatives like RAG (Retrieval Augmented Generation), leading to inaccurate results and wasted AI spend.

  • Scalability Issues: Manual processes struggle to keep up with fluctuating volumes and business growth.

Cambrion's agentic AI platform fundamentally addresses these challenges by transforming messy documents into actionable, structured data in minutes, not months. Our "zero-shot" processing handles any file type without costly data labeling or model training. Continuously improve accuracy by providing feedback via our UI. 


The Power of Integration: Cambrion + Make

The integration with Make elevates Cambrion's capabilities, offering a plug-and-play solution that significantly reduces IT dependency and speeds up deployment. Make's intuitive drag-and-drop interface allows non-technical users to visually design, build, and automate complex workflows.

Here's what this partnership means for you:

  • Seamless Automation Across Your Ecosystem: Connect Cambrion's intelligent document automation with Make's ecosystem of thousands of integrated apps, from CRM and ERP systems (like Salesforce and SAP) to marketing automation platforms, productivity tools, and more.

  • Visually Build Complex Workflows: Make allows you to create intricate multi-step scenarios, incorporating conditional logic, filters, and error handling, all without writing a single line of code. This means your extracted and validated data from Cambrion can trigger actions, enrich other systems, and even fuel your existing AI strategies.

  • Speed to Value and Scalability: Set up Cambrion pipelines in minutes via our UI and deploy AI document agents swiftly via the Make integration. This rapid deployment and iteration enable quick wins and seamless scaling across various use cases and departments.

  • Enterprise-Grade and Compliant: Both Cambrion and Make prioritize security and compliance. Cambrion offers 100% GDPR compliance with EU cloud and on-premise options, while Make, as a verified and official vendor of Celonis, ensures robust enterprise capabilities.

Exemplary Document Automation Workflow Leveraging Cambrion’s App on the Make Platform.

Why Cambrion Stands Out in the Make Ecosystem

Many document automation modules available on Make either rely on rigid templates or connect to generic AI models like OpenAI or Gemini. While these solutions can work for simpler use cases, they often fall short control and output quality when repeatability and enterprise-grade robustness are key:

  • Faster, more reliable setup: Cambrion lets you create a precise data schema in minutes, rather than relying on trial-and-error prompt tuning with generic AI models.

  • Control over your output: You define exactly which fields matter, with full control and the ability to adjust the schema as your documents evolve.

  • Deeper, higher-quality understanding: Our agentic pipelines interpret context and structure, delivering more consistent and accurate results – even from complex or messy documents.

  • No LLM lock-in: Cambrion gives you seamless access to multiple AI providers through a single interface — so you’re never locked in with any particular LLM in a fast-paced ecosystem.

Get Started Today

The future of document automation is here, and it's intelligent, integrated, and incredibly efficient. With Cambrion and Make, you can turn your unstructured data challenges into powerful opportunities for growth and innovation.

Ready to see how Cambrion and Make can revolutionize your workflows?

Daniel Gamber
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