# Onboarding doc question mining

Judges: new-hire questions. Questions: choice:doc\_gap - missing\_doc|unclear\_doc|findable\_but\_missed. Action: Code builds docs backlog by category.

Grade: C — A clean typed decision with low volume or low value, or too vague to act on.. Score: 3.23.

Vertical: Cross-industry.

Function: Ops & HR.

Status: Idea.

Volume: occasional.

Value: meaningful.

Risk: moderate.

Evidence: null.

Flags: None.

- [Vertical](/verticals/cross_industry/)
- [Function](/functions/ops_hr/)
- [Detect policy-violating posts in internal chat](/use-cases/detect-policy-violating-posts-in-internal-chat/)
- [Flag union-or-labor-law-sensitive messages](/use-cases/flag-union-or-labor-law-sensitive-messages/)
- [Insider data exfil intent](/use-cases/insider-data-exfil-intent/)
- [Employment screening result](/use-cases/employment-screening-result/)
- [Inventory stock level alert](/use-cases/inventory-stock-level-alert/)
- [Microlearning nudge relevance](/use-cases/microlearning-nudge-relevance/)