Shelfmark is an industrial AI company bringing modern computer vision to quality control on the factory floor. Its managed platform pairs specialized cameras and in-line sensors with proprietary deep-learning models to inspect 100% of product in real time on high-speed, continuous-flow production lines — catching defects the human eye can't, at full production speed. In a large and largely un-automated corner of American manufacturing that legacy machine vision was never built to serve, Shelfmark is establishing the foundational quality layer for continuous-flow production.