Cognex has shifted its value from hardware to software through AI, which should support a healthier margin profile, a view Bernstein and other Wall Street firms voiced after Automate 2026. Its AI products already bring real orders: OneVision and new In-Sight 3900/6900 AI vision products sell edge analytics and subscriptions with stickier revenue. Warehouse automation and AMR demand is reaccelerating in 2026. OneVision subscription growth in the July 29 Q2 report is the key re-rating test. x.com