# jeval

The tool calibrates the classifier against labelled data and sets the hand-off line from the cost of a mistake, so a low-confidence case goes to a person on the numbers rather than on a guess.

Grade: B — A clean typed decision with either high volume or major value.. Score: 3.63.

Vertical: Cross-industry.

Function: Agents & dev.

Status: Seen in the wild.

Volume: occasional.

Value: major.

Risk: moderate.

Evidence: described plan.

Flags: check-fit.

- [Source](https://madewithjev.com/builds/jeval-confidence)
- [Vertical](/verticals/cross_industry/)
- [Function](/functions/agents_dev/)
- [Security alert categorization system](/use-cases/security-alert-categorization-system/)
- [Cross-domain: sensitive-data leak guard on LLM prompts](/use-cases/cross-domain-sensitive-data-leak-guard-on-llm-prompts/)
- [Phishing triage](/use-cases/phishing-triage/)
- [Keystroke-level sensitive-text guard](/use-cases/keystroke-level-sensitive-text-guard/)
- [Confidential message detector](/use-cases/confidential-message-detector/)
- [PII in free text](/use-cases/pii-in-free-text/)