CynLr develops visual object intelligence platforms that enable industrial robotic arms to perceive, understand, and manipulate unknown objects in unstructured environments without extensive pre-training. Its products include the CyRo dual-arm vision-guided robotic system and related platforms for adaptive manipulation and assembly. The company targets flexible automation in manufacturing, automotive, electronics, and logistics sectors toward universal factories. Founded in 2019 by Nikhil Ramaswamy and Gokul NA, CynLr is based in Bengaluru, India, with R&D operations in Switzerland and has raised $15.2 million.