Computer-vision quality inspection for a manufacturer
Electronics Manufacturer — a manufacturing organisation — engaged Skillikz on vision quality inspection: Automated defect detection on the production line. This case study sets out the business challenge, the AI-led approach we took, the technologies involved and the measurable outcomes delivered over 6 months.
Manual visual inspection missed defects under speed and fatigue, letting faults escape to customers.
We deployed computer-vision models at the edge to inspect every unit in real time, flagging defects for action.
Defect detection improved and escapes fell 40%, with every unit inspected in real time on the line.
The AI services behind this outcome
A project like this draws on a focused set of Skillikz services — from first assessment to a working pilot and a clear path to scale.