Cut stockouts and pricing errors with Fynd OnShelf
An AI shelf scanning system with autonomous image capture, SKU recognition and photo-verified tasks for higher on-shelf availability, pricing accuracy, and planogram execution
Features to power faster shelf fixes and better compliance
Track what's missing, misplaced, or blocked on shelves to reduce stockouts and phantom inventory with regular scans
Ensure products follow defined placement, facings and signage to maintain merchandising standards
Identify and report any incorrect, missing, or expired price tags and labels by utilizing image-matched data for accuracy and efficiency
Auto-generate tasks with photo evidence and verify each fix with before/after photos
Scan 10,000 sq ft/hour with smart navigation and full-shift battery support.
Works across robots, mobile phones, or fixed cameras to suit store needs
Edge-based processing delivers real-time insights without heavy bandwidth use
Get store-level and chain-wide visibility into execution gaps and shelf KPIs
Results retailers rely on
Frequently asked questions
Fynd OnShelf works with the Autri Go robot, smartphones, or fixed cameras, depending on your store setup.
Our models currently reach ~95% recognition accuracy, varying by product category and shelf conditions.
No. Our system clusters product features to streamline initial onboarding and continuously improves over time.
Each fix-first task includes photo proof and is verified through re-scan to close the loop.
Yes. The portable fleet design allows a single Autri Go unit to scan multiple stores per week.
The future of effortless inventory
