Skip to content
Artificial IntelligencePilotRetail shelf intelligence

Retail shelf intelligence — Pharmacy chain

Shelf-camera models tracking planogram compliance and gaps. Delivered for a pharmacy chain client in Junagadh.

Location
Junagadh
Year
2022
Duration
5 weeks
Team
12 engineers
Interactive 3D · drag to rotate
91%
compliance
406
stores
−27%
lost sales

The challenge

Conditions on site — heat, dust, vibration and patchy connectivity — had defeated two earlier attempts at this in pharmacy chain.

What we built

Built in our Motera lab, validated on a replica rig, then commissioned on site in days using YOLO and Android.

Delivery timeline

  1. Phase 1

    Discovery sprint and site survey

  2. Phase 2

    Prototype built and tested in the Motera lab

  3. Phase 3

    Pilot on site with before/after measurement

  4. Phase 4

    Scale-out, training and handover

Highlights

  • Remote monitoring and over-the-air updates included
  • Safety case reviewed with the client's EHS team
  • Operator training delivered in Gujarati, Hindi and English
  • Runs on-premises; no data leaves the site unless agreed

Have a problem that needs a machine built for it?

Tell us the constraint — line speed, accuracy, environment, deadline. An engineer will read it and reply with a straight answer, including when the answer is that you don't need us.

We reply to every enquiry within one business day.