A world model your software can think with
We’re an AI lab that builds world models of your production environment to power products that can understand and act on your software.
One model. Many products.
Every product we build starts with the same foundation: a living representation of your production environment that connects code, configuration, infrastructure, policy, and the decisions behind every change.
This is the Production World Model.
Our flagship product
Prevent AI-generated code from breaking production
Using the Production World Model, Cielara simulates every code change against your live environment before deployment. Risk, blast radius, and failure modes become visible while there's still time to stop the crash.
Why Cielara exists
AI ships code faster than we can comprehend
For decades, the speed of writing and understanding software moved in lockstep. That era is over.
AI now generates thousands of lines of code that look correct and pass review. But no one knows how they’ll behave in production… until something breaks.
The answer so far has been better ambulances. Observability tools that help teams respond after production is already broken.
But no one is preventing the crash.
Until now.
The results
Measured against frontier models
With a 125M+ token context window, Cielara reasons over your entire production environment, outperforming frontier models at a fraction of the compute.
10%
10%
Title
more accurate than GPT-5.4 and Claude Opus 4.6 at localizing faults in code.
20%
20%
Title
higher domain understanding than frontier models, and 10% above RAG-based pipelines.
5-8x
5-8x
Title
faster than Codex high reasoning with 98% less token consumption.
