As industries increasingly rely on 3D geospatial data, the need for automated and scalable classification has never been greater. Pointly, a leader in AI-powered point cloud analysis, presents cutting-edge methods to automate large scale information extraction from 3D point clouds. This session will showcase how AI-driven classification models, hosted on Pointly's scalable cloud platform, enable the efficient processing of nationwide laser surveys, urban mapping, and infrastructure monitoring (e.g., power lines, highways, and rail networks). Attendees will gain insights into how advanced AI workflows improve accuracy, reduce manual processing time, and support the creation of highfidelity digital twins. The presentation will feature real-world applications, including insights from large-scale projects such as the Digital Twin Germany initiative.