# Step 3: Cleanup & Translation
Automatic cleanup runs when you first enter this step. Progress shows per-question.
Once complete, you'll see the review interface
**Left sidebar:** Question list — click any question to review its responses
**Main panel:** Response table with category badges
**Reviewing responses:**
For each flagged response, you have two options:
* **Keep** — Include this response in coding (mark as usable)
* **Junk** — Exclude this response from coding (mark as removed)
#### Handling non-English responses:
Non-English responses require an extra step before you can proceed:
1. The AI automatically translates each non-English response
2. You must review each translation and choose one of: \
\- **Accept** — Translation is accurate; use it going forward \
\- **Edit** — Modify the translation text, then save \
\- **Reject** — Translation is unusable (you can still Keep or Junk the original)
3. After accepting/editing/rejecting the translation, you can then Keep or Junk the response
▎ Important: You cannot proceed to the next step until ALL non-English responses have a translation decision (accepted, edited, or rejected). The Continue button shows how many pending translations remain.
**Stale cleanup warning:**
If you go back to Step 2 and change mappings, the cleanup becomes "stale" (out of date). An amber banner appears:
▎ "Cleanup output is out of date. Review is available, but re-run is recommended."
Click Re-Run Cleanup to refresh results with the latest data.
**Continue button enabled when:**
* All questions have completed cleanup
* All non-English responses have a translation decision
