The intuitive mobile app offers users a simple and convenient way to manage and monitor cleaning operations. Clients can track the robot’s movement and receive essential performance information directly on their mobile devices. The application allows users to plan cleaning routes, monitor the robot’s current location, receive alerts about completed cleaning, and more. This enhances the management and optimisation of cleaning processes. With this intuitive application, users can effectively oversee and optimise the performance of L4 robots, ensuring maximum efficiency and cleanliness of the spaces they manage.