COMI Label Reader (desktop scanner), 3 yellow light strips, uEye camera (front)

Artificial intelligence Automation uEye cameras

IDS case study: AI brings order to label diversity

9/17/2026

Vision AI Label Reader automates label capture and ensures process reliability

Goods receipt operations in the electronics industry are facing increasing pressure. Components from a wide range of manufacturers arrive with different label layouts, multiple languages, and ever shorter throughput times. Processes that were once manageable manually are quickly becoming bottlenecks. Damaged barcodes or reflective packaging can make data capture even more challenging.

A solution is provided by the Vision AI Label Reader from collective mind GmbH. This AI-powered system automates the capture and interpretation of item information – regardless of layout, language or code type. The result is greater process reliability, improved data quality, and more efficient workflows. Image data is supplied by a uEye CP industrial camera.