AI vision finds its footing on the factory floor Three firms at the forefront of automotive AI vision inspection reveal why most pilots fail, why optics and lighting still govern outcomes, and how quality systems may soon prevent defects rather than merely catch them. Ilkhan Ozsevim
Why data, not AI, is the real constraint in automotive production Automotive manufacturers are discovering that artificial intelligence does not fail on its algorithms. It fails on its foundations. The competitive battleground in smart manufacturing is shifting from model sophistication to data architecture, and most of the industry is not ready for it. Ilkhan Ozsevim
AI-powered vision shifts quality control from reactive to predictive AI-driven inspection, edge computing, and digital twins are reshaping automotive manufacturing by predicting defects before they occur and enabling real-time process correction Nick Holt
Shopfloor tools: Human-centric digitalisation in production In this AMS livestream, we explored trends and opportunities in manufacturing user technologies - including AR/VR, cobots, IoT, exoskeletons, computer vision and AGVs - and how they’re reshaping daily operations, enabling smarter decisions, and strengthening the human-machine relationship.
