Historically, Mahlo systems focused on visible defects like fabric distortion. Today, the shift toward invisible deviations—such as thickness variations in battery coatings—requires a new approach. Mahlo is responding by enhancing its sensor logic with real-time analytics, AI-assisted feedback loops, and predictive modelling.