# judged.systems

> Apply review thresholds to AI evidence for support decisions

judged.systems is a decision engine for support workflows that keeps an existing help desk in place. Send a ticket's subject, message, and conversation thread through a REST call, webhook, or MCP connection. The model returns evidence in the form of a choice, score, or probability, which your configured rules use to determine the next step.

Thresholds divide results into accepted, rejected, or human-review outcomes. You can reserve a range or middle band for uncertain cases, and failed calls remain in review instead of becoming automatic decisions. This gives teams a way to add structured model judgments to ticket handling while retaining explicit control over when a person needs to intervene.

## Listing details

- Canonical BetaNeon page: https://betaneon.com/products/judged-systems
- Official website: https://www.judged.systems/
- Category: Business & operations / Customer support & help desks
- Status: Launched
- Topics: API, Approvals, Customer support, Decision models, Text classification
- Listing updated: 2026-10-30T16:51:46.250Z
- Information source: https://www.producthunt.com/products/judged-systems

This is a product introduction, not an endorsement. Confirm current availability, features, and prices on the official website. Community upvotes on BetaNeon are not star ratings.