Simo is the System 1.5 judgment model from Temprl Labs. Ask typed questions about text, screenshots, or video and get calibrated probabilities and the values needed to act, in milliseconds.
Hey Product Hunt! 👋 I’m Sri Santh, the founder of Temprl Labs. I’m 23 and building from Madurai, India.
Simo started with a practical question: can a model make a decision and return the details needed to execute it in the same call?
A support agent needs to choose “issue a refund,” then supply the correct amount and order ID. Simo brings those together: decisions, confidence scores and typed values, with text and visual inputs.
We call this System 1.5: fast judgment, plus the details needed to act.
Simo builds on an existing model, with our custom algorithm and implementation for combining decisions with Fill and Extract.
We’ve put together demos covering invoice approval, logistics and support agents. These are early internal evaluations.
I’d love to hear from developers building agents or automation: where does your workflow need both a judgment and extracted values?
Take a look at the demos, ask me about the implementation, or share a tricky example you’d want Simo to handle. I’m here to answer questions and learn what we should improve next.
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About Simo on Product Hunt
“The judgment layer for software that acts”
Simo launched on Product Hunt on October 8th, 2026 and earned 67 upvotes and 1 comments, placing #36 on the daily leaderboard. Simo is the System 1.5 judgment model from Temprl Labs. Ask typed questions about text, screenshots, or video and get calibrated probabilities and the values needed to act, in milliseconds.
Simo was featured in Developer Tools (521.3k followers), Artificial Intelligence (481.3k followers) and Tech (634.7k followers) on Product Hunt. Together, these topics include over 388.6k products, making this a competitive space to launch in.
Who hunted Simo?
Simo was hunted by Sri Santh M. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
Want to see how Simo stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Sri Santh M