# AI employees for research

> AI employees that produce source-grounded answers, check every material claim against its source and name the gaps.

Canonical: https://koshra.si/use_cases/research
Last updated: 2026-11-07

Answers that show their sources and their gaps: a lead that runs the question, and a reviewer that checks every claim.

## How the work moves

1. research_lead sets the question and gathers sources.
2. The analysis is drafted from those sources only.
3. research_evidence_reviewer checks every material claim against its cited source.
4. You get a verified answer that names its gaps.

## Roles in this team

- [research_lead](https://koshra.si/roles/research_lead): Coordinate source-grounded answers: the question, the sources, the analysis, a review and a verified answer that names its gaps.
- [research_evidence_reviewer](https://koshra.si/roles/research_evidence_reviewer): Check every material claim in a research draft against its cited source.
- [distill_desk](https://koshra.si/roles/distill_desk): Turn a named person's public writing, or a transcript you paste, into a consultant brief.

## What a bot never does

- These are stated product limits, not a proof that every path is blocked
- Payment, purchasing and moving money are refused by policy
- Publishing, pushing code, changing DNS or changing a live system is refused by policy
- Outbound messages still need the configured review. End-to-end coverage is not yet verified