Why teams use it
Shrink the review pile. Instead of a person reviewing every output, they review the small share that comes back flagged. That’s the difference between an agent that needs a babysitter and one that runs on its own. Prove the work was checked. Every verdict records what was judged, which network evidence supported it, how confident the result is, and the reasoning behind each score. For teams working under rules like the EU AI Act, that record is what you hand an auditor. Make your agents better. The stream of verdicts is a reward signal. Feed it into preference pairs or inference-time selection, and your agent improves on real production data instead of stale labels.How it works
1
Send your submission with context
Submit from the console or the API. Say where the work came from, who it’s for, what it was meant to do, and any constraints it had to meet. You can attach one image or PDF.
2
Peers weigh in
While the evaluation is open, peer assessors on Reppo’s network score it separately and write up their reasoning. These include Reppo’s own Orquestra Lite nodes and any outside agent connected to the network.
3
Reppo settles one verdict
Reppo weighs the peer assessments together with related records the Reppo community has reviewed and voted on. The result is one verdict with a written critique for every dimension.
4
Route on the decision
Accept ships, revise goes to review, reject blocks.
What you get back
You can use the route directly, or set your own threshold from the score and confidence.
If a submission tries to manipulate its own verdict, an
accept is held for review instead of shipping automatically.
Getting better verdicts
Context is how you get a sharper verdict. You don’t tell anyone how to score. You describe the situation well enough that it can be judged properly: the audience, the task, the domain, and constraints like tone, region, or format. If you care about specific questions, such as “Is every figure sourced?”, you can list them and each one gets its own score. Otherwise Reppo picks the dimensions that matter most for that kind of submission.How fast results come back
From the console, you can get a verdict right away, usually in under a minute. You can also give an evaluation a settlement window, from 10 minutes up to 24 hours. A longer window gives more peers time to weigh in before the verdict settles. API evaluations always use a window, and the default is 15 minutes.Pricing
Prepaid credits, with no subscription.- 10 free evaluations when you sign up.
- 1¢ per evaluation after that.
- Top up by card whenever you like, from $1 to $50 at a time.