Sample Feedback
Snap photos. Talk once. Submit.
No form filling upfront. We extract details from photos and voice.
1. Reviewer
Enter your name and email once. We remember them on this device for future reviews.
2. Add Photos
Add garment and hang tag photos. Camera capture is supported. You can skip, but extraction quality will drop.
No file selected
No file selected
3. Talk Through Feedback
Speak naturally. Checklist auto-updates while you talk.
Live Checklist
Unanswered questions automatically move to the top.
- How is the fit: too tight, on spec, or too loose, and where? Needs answer
- How are fabric and materials: handfeel, weight, stretch, or other concerns? Needs answer
- How does color or print compare to the approved spec? Needs answer
- Any construction issues such as seams, stitching, or hardware? Needs answer
- Any design details to change such as pocket, placement, or silhouette? Needs answer
- What are must-change items vs nice-to-have items? Needs answer
- Any final notes, timeline constraints, or next steps? Needs answer
- What is your approval decision: approved, approved with comments, revise and resubmit, or rejected? Needs answer
4. Review + Submit
Auto-filled from photos and voice. Edit only if needed.
Sample details were prefilled from the shared link and protected from auto-overwrite.
Sample details
Feedback details
Final approval decision
Pick one approval decision before submit.
Feedback sent
The team has received this review.
Debug Panel
Per-session model and token telemetry.
Models: n/a
Total tokens: 0
Prompt tokens: 0
Completion tokens: 0
Estimated cost (USD): 0.000000
Debug mode enabled on this device.
No AI calls recorded yet.