The challenge
What needed solving
Missing accessories and wrong labels in TV packaging caused costly customer complaints and returns — manual verification at line speed was unreliable.
The solution
How Qualitas solved it
EagleEye® verified accessory presence, insert placement, and label correctness before sealing, with automatic rejection of non-conforming packs and a full image record per unit.
The full case study covers detailed system architecture, hardware configuration, algorithm pipeline, integration approach, validation data, and a step-by-step deployment timeline with ROI calculations from live production environments.
