Retail shelf intelligence — Electronics retail
Shelf-camera models tracking planogram compliance and gaps. Delivered for a electronics retail client in Mundra.
- Location
- Mundra
- Year
- 2023
- Duration
- 8 weeks
- Team
- 6 engineers
- 96%
- compliance
- 482
- stores
- −22%
- lost sales
The challenge
Leadership wanted measurable results inside one quarter, with no disruption to running operations.
What we built
We ran a two-week discovery sprint, then built and fielded the system end to end on YOLO, ONNX Runtime and Android, with operator training and an SLA.
Delivery timeline
Phase 1
Discovery sprint and site survey
Phase 2
Prototype built and tested in the Motera lab
Phase 3
Pilot on site with before/after measurement
Phase 4
Scale-out, training and handover
Highlights
- Runs on-premises; no data leaves the site unless agreed
- Operator training delivered in Gujarati, Hindi and English
- Designed, built and supported from Motera, Ahmedabad
- Before-and-after measurements agreed with the client up front
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