Xtreme1 provides data annotation and ontology management for machine learning training. The platform supports 2D/3D object detection, semantic/instance segmentation, and LiDAR-camera fusion annotation. It incorporates AI-fueled tools to accelerate annotation workflows for computer vision and LLM use cases, serving as a data preparation pipeline for ML model training.