Glass-vial visual inspection - pharmaceutical and biotech production. Detects particles in liquid, scratches, chips, crack lines, fill-level anomalies, and cap/label defects. 3HLE’s vial-inspection cells pair UR cobots for handling with Retina A.I. for visual decisioning, validated against Syntegon and Wilco reference setups.