Vision
Pharmaceuticals
Anomaly
Tube Debris Inspection
Detects debris, contamination, and foreign particles inside oral tubes before filling — a trainable model that recognises the full variety of contaminants.
Pre-fill
contamination catch
/ The Challenge
Foreign particles inside tubes before filling are a hygiene-critical defect that manual inspection cannot reliably see.
/ What We Deployed
An AI anomaly model inspects the tube interior and rejects any tube with debris or external impurities before it reaches filling.
/ The Results
- Contaminated tubes rejected pre-fill
- Model retrains on new contaminant types
- Hygiene compliance strengthened
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Cap & Closure Inspection
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/ Get Started
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