X-Mobility generally refers to two distinct entities: a mobile platform for workforce solutions and a research project focused on end-to-end generalizable navigation. XMobility, the platform, offers mobile solutions for sales, delivery, and merchandising, with features like client mobile applications and server-based portals for communication, application deployment, reporting, and GPS tracking. X-Mobility, the research project, is an end-to-end navigation model that uses world modeling and a learned state representation for robots, achieving zero-shot transferability and outperforming state-of-the-art methods.