This guide provides information about how to prevent product recalls using machine vision, barcode reading, and AI-based solutions
This guide explains how Cognex’s machine vision, barcode reading, and AI-based solutions help prevent product recalls in industries like CPG, food and beverage, pharmaceutical, and medical devices. It covers applications such as seal inspection, contamination detection, bottle cap verification, and cosmetic defect analysis. Solutions are designed to automate quality control, reduce human error, and improve traceability.
The guide highlights how Cognex’s technology integrates with Industry 4.0 systems, supports real-time data feedback, and enables predictive maintenance. It also includes use cases for handling variable materials and improving label quality through closed-loop adjustments.
These applications are critical for the consumer packaged goods, food and beverage, pharmaceutical, and medical device industries.
It ensures primary and secondary packaging is sealed properly, tamper-proof, correctly assembled, and defect-free to avoid rework and product recalls.
The technology reliably identifies foreign matter, void seals, contamination, and a host of other issues that can impact a product seal.