Celsius AI

Celsius AI builds AI systems for production, not demos. We measure their output and stay accountable for every answer they give.

Companies run AI pilots. Few reach production with numbers their finance team trusts. We build the systems that do.

How we work
- Audit (48h): we find the single task worth automating first, specific and high-friction.
- Proof of Concept (2-4 weeks): we build it on your real data and measure accuracy, cost, and latency before you commit further.
- Production: we deploy it with monitoring built in from day one.

What makes us different
Every AI response we ship shows its source, the model we used, and the real cost of that answer. You see the economics instead of a flat fee that hides them. Test our tools on your own documents in our live sandbox, before any sales call.

What we build
- Internal search over your own documents, powered by RAG, with a citation on every answer
- Turns invoices and contracts into structured data automatically, with a confidence score per field
- Chat with your business data in plain language (text-to-SQL under the hood)
- Automated research across the web and your documents, delivered as a written synthesis
- Photo-based defect detection for visual quality control
- Automated workflows connecting your business tools (built on n8n)
- Maps relationships between people, companies, and contracts across large document sets (GraphRAG)

Who we work with
We work with mid-market companies (PME/ETI) in industry, healthcare, insurance, legal, retail, and public sector, wherever a document-heavy or data-heavy process costs real time every week.