Case study
Shelf Audit: Image-Based Placement Checks
Faster audits and clearer accountability for in-store execution.
RetailPythonWeb APIStorageAdmin UI
Problem
Store teams needed faster feedback on shelf compliance using photos.
Solution
Created a review flow and AI-ready pipeline to compare photos and highlight placement differences (MVP).
Outcome
Faster audits and clearer accountability for in-store execution.
Highlights
- Photo intake
- Review UI
- Audit logs