Shelfmark

Shelfmark builds AI-native, deep learning inspection systems for continuous manufacturing. We offer vertical-specific solutions for roll-to-roll web inspection, truss manufacturing, DTF printing, and high-performance narrow fabrics. Our inspection systems perform in high-variability, multi-SKU environments, catching defects in real time to reduce waste, rework, and inspection labor. Why manufacturers choose Shelfmark: Measurable ROI validated through pilots and production deployments, driven by reduced scrap, fewer escapes, and lower manual inspection burden. Built in Pittsburgh, PA, we deliver end-to-end deployment and operator-first workflows with responsive, on-site support. Our mission is simple: make American manufacturers more profitable.