Evally
About

Decisions, not opinions

Evally turns AI output into typed verdicts your code can trust, from one API call.

How it started

Every team shipping AI hits the same question: is this answer good enough to show a user? The usual fix is to ask another chatbot for its opinion, then parse the prose. I started Evally because that felt backwards. A judge should decide, not chat.

On September 22, 2026, I wired Jev, TypeSafe’s System One model, to answer four closed questions about an AI answer: is it grounded in the source, does it answer what was asked, is it safe, and how good is it. One of the first tests was a support reply that invented a $250 PayPal refund. Jev put its grounding at 0.01, and Evally failed it in under half a second.

Two days later Evally was live at tryevally.com. Then I went through all 551 community builds on shipwithjev.com to see what people actually decide with Jev, and turned the patterns into 76 ready-made judges, from prompt-injection guards to lead scoring.

Evally is small, independent and moving fast. The changelog has every release.

— Founder, Evally

Built on Jev

A model built to decide

Jev is TypeSafe’s System One model. Instead of writing text, it answers typed questions: a calibrated yes/no probability, a choice with every option’s probability, or a score on a rubric. Evally adds what a product needs around it: ready-made judges, rules you can read, versions, batches, a review queue, API keys and usage.

Evally is an independent product built on Jev.

What we hold ourselves to

Four rules we build by

Decide, don't chat

A judge returns a typed verdict your code can branch on: pass, flag, fail or your own labels. Never prose to parse.

Calibrated, not confident-sounding

Every check is a probability you can threshold. 0.78 means 0.78, so you choose the line where you ship.

Honest numbers

Every number on this site comes from a recorded run, and examples are labelled. No made-up logos or testimonials.

Your data stays yours

Judged text isn't stored by default. It's kept only for your own history, the review queue, or judges where you turn storage on.

Questions, partnerships or a custom plan?

Email founder@techiesapien.com.

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