# Automated visual inspection

Single-use assemblies & bags — Standalone machine-vision systems that inspect every filled vial, ampoule, syringe and cartridge for visible particulates, fill-volume deviations, cosmetic glass defects and closure faults at line speed.

Source: https://en.bioecon.ru/market/single-use-assemblies/automated-visual-inspection/