Company
About Temprl Labs
We are a research company building the judgment layer for software that acts. Our first model is Simo.
What we are building
Software that acts is full of judgment calls: is the task finished, which team handles this, is this action safe, which button, what is the order ID. Today most teams answer them by prompting a chat model and parsing the essay it sends back.
Simo is our answer. It is a judgment model, not a chat model. Software shows it a situation (text, a screenshot, video) and asks typed questions. In milliseconds it returns a calibrated probability for every possible answer and, where acting needs more, the value itself. It never writes prose.
Read how Simo works, the idea behind it in System 1.5, or why we built it.
Two models, one API
| Model | API id | For |
|---|---|---|
| Simo-1 | simo-1 | The default. Real-time judgments for agents, pipelines and per-event processing. |
| Simo-1 Pro | simo-1-pro | Maximum judgment quality for high-stakes gating and hard calls. |
How we work
- Numbers over prose. Every claim should be a probability, a millisecond or a typed value.
- Show the mechanism. We show how an answer is made, not only that it was made.
- Claim only what is published. Preview is called preview, and the roadmap is called the roadmap. See the published latency and accuracy numbers.
What comes next
- The full agent step on Simo-1 Pro: decision, argument values, extraction and self-checks together.
- Fill and Extract graduating from preview, with a published evaluation.
- Arguments and extraction directly from screenshots and video.
Get in touch
Want Simo in your stack? Request API access and tell us what your software needs to judge. We share updates on X at @temprl_labs.
Frequently asked questions
What is Temprl Labs?
Temprl Labs is a research company building the judgment layer for software that acts. Its first model is Simo.
What does Temprl Labs build?
Simo, a judgment model that answers typed questions about text, screenshots and video with calibrated probabilities and typed values, in milliseconds.
How can I get access to Simo?
Request API access on the site and tell us what your software needs to judge. Pricing will be announced soon.