Where other sensors fall short, the camera shines! The advantages of cameras as a universal sensor are their versatility, precision, and cost−effectiveness, making them an indispensable tool in the modern age of technology. We have developed a solution that transforms ordinary cameras into Pseudo–LiDAR systems by using Computer Vision and artificial intelligence. This technology captures 3D data from the environment using a standard 2D camera. Our patented technology enables detailed street/highway traffic analysis in 3D and can be used in a range of applications. We can fuse data from multiple sources to create a more accurate, comprehensive view of the scene, even in challenging conditions. It runs on the edge without the need for a remote server. This technology provides our clients with access to powerful 3D sensing capabilities, enabling them to unlock new possibilities and drive innovation.