This session shows how large scale aerial LiDAR data can be transformed into reliable results within hours using an AI driven workflow. You will learn how Pointly classifies more than 70,000 square kilometers into custom classes with high accuracy and fast turnaround times. The talk provides practical insights into building scalable AI workflows for geospatial data and highlights what it takes to deliver precise results to clients at national scale using technology made in Germany.