10 / Manufacturing
Edge-AI Manufacturing Platform for Garment Production Lines
We wired 4 systems into one factory brain: planning, a camera that checks every cut piece, a sensor that counts stitches, and an AI co-pilot, with the cameras and sensors running right on the floor.
- Client
- Sunlord Apparels Mfg Co Pvt Ltd
- Stack & approach
- ManufacturingSAP B1Edge Computer VisionIoT SensorsOn-Prem
The problem
Sunlord ran planning on spreadsheets that broke at scale, had no live view of jobs on the floor, reconciled costs by hand at month-end, and had no clean way to feed shop-floor signals (defects, piece counts, machine issues) into the plan.
Solution & architecture
4 connected systems with PPC at the centre: SAP B1 keeps sales and finance; computer vision and IoT push live data into PPC continuously; and an AI intelligence layer reads from PPC and the live feeds, makes suggestions, and routes them through a human-approval workflow. The CV inspectors and vibration counters run on edge compute on the floor.
Why it is built this way
Inference on the floor
CV and IoT run on edge compute, not the cloud
Factory data stays local
No production imagery leaves the plant
AI proposes, humans dispose
Every change passes an approval workflow
