Pointly provides an AI powered engine that automatically performs classification and CAD data extraction from point clouds, as well as generating structured GeoJSON and BIM relevant outputs. The solution is designed for large scale applications, enabling fast, consistent and scalable processing to support efficient analysis and downstream workflows. We will present how Pointly’s 3D AI models are applied in real world use cases across multiple industries, including railway, powerline corridor and mobile mapping projects.