Who we are
Polished Snow is an AI lab building energy-based reasoning models for critical systems. Power grids, industrial infrastructure, the technology the world runs on.
Most AI models are built to generate a plausible answer. Our model, Case, is built to know when an answer is wrong before it becomes one. It scores, refines and verifies a plan against the full system until it holds. That difference matters enormously when the cost of being wrong is high.
We are a small, funded team and we are just getting started.
How we work
We are a small team with a high bar and very little process. You get a real problem and the trust to go after it, and you decide how it gets solved. We think carefully and move fast.
When you build something here, you own it. The system, the results, and what happens when it breaks. Nobody else is going to pick it up for you.