Quality grading — Cotton ginning

The challenge

Leadership wanted measurable results inside one quarter, with no disruption to running operations.

What we built

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

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

• Runs on-premises; no data leaves the site unless agreed
• Designed, built and supported from Motera, Ahmedabad
• Before-and-after measurements agreed with the client up front
• Integrated with existing PLC, ERP or GIS systems — no rip-and-replace