Autonomous robots and unmanned vehicles require precise localization and scene objects recognition for effective navigation. However, many existing solutions rely on costly HD maps, LiDAR, or GNSS/RTK signals. As a Vision-AI expert with successful mass production of automotive systems, oToBrite offers an innovative alternative with its Multi-camera Vision-AI Positioning System – oToSLAM. This VSLAM (Visual Simultaneous Localization and Mapping) core technology enables reliable indoor and outdoor