Proven, repeatable results on leading customer lines — from panel processing to appliance manufacturing.
Complex SKUs, fast cycle times and strict quality standards on a fully automated custom-furniture line pushed manual inspection past its limits.
A single six-face inspection machine checks surface defects, dimensions and hole positions at once, closing the loop: inspect, judge, intercept, return.
High throughput and large cabinet surfaces made manual inspection unreliable on scratches, dents, dirt and color deviation — high escape risk, heavy labor cost.
Whole-unit AI inspection with wide-field small-target detection identifies scratches, dents, dirt and color deviation in real time.
Tightly timed foundry steps — blowing, powder spraying, filter placement, pouring. Missed, out-of-order or incomplete actions caused batch NG and costly rework.
Operator behavior, robotic steps and cycle management in one: every step recognized live, closing the loop — recognize, judge, alert, trace.
Customized mixed production with many label types made manual labeling error-prone, with no error-proofing to match labels to products
For this refrigerator line we deployed the Smart Labeling System, built around a proprietary labeling robot + vision positioning and verification system, forming a fully automated labeling loop from code scanning to information verification
