The end-to-end software stack works on any third-party hardware (industrial arms, AMRs, humanoid form factors). The system makes use of vision to understand and act in the environment. The technology uses the latest advancements in AI, like Generative AI, to provide a natural interface for a layperson to interact with the robot.