Integrating Radarize's radar-native SLAM pipeline with other sensor modalities like cameras or LiDARs can enhance its performance and robustness by providing complementary data sources. Cameras can offer visual information for object recognition and scene understanding, while LiDARs can provide detailed 3D mapping data. By fusing data from multiple sensors, Radarize can improve its localization accuracy, especially in challenging environments with occlusions or limited radar visibility. Sensor fusion techniques, such as sensor calibration and data alignment algorithms, can be employed to combine information from radar, cameras, and LiDARs seamlessly. This multi-sensor integration approach can enhance the overall reliability and versatility of Radarize's SLAM system.