In this episode of Visions: A Machine Vision and Automation Solutions Podcast, part one of three, Visions host Jim Tatum speaks with Milind Karnik, CEO of Elementary, about how AI-driven vision is transforming legacy inspection systems on the factory floor. The conversation covers pros and cons as well as practical approaches, including Elementary's VisionLink, which enables manufacturers to augment existing cameras and send images for AI classification without replacing entire lines.