Real-time AI monitoring systems that fuse thermal, visual and audio sensing with proprietary algorithms to detect welding and manufacturing defects as they form, generate automatic alerts and traceable reports, and enable 100% inspection with predictive quality control. Designed for robotized, additive and manual welding in industrial sectors (automotive, energy, rail, heavy machinery, aerospace, factory automation) to reduce scrap, rework and latent-defect risk.