How artificial intelligence and machine learning are reshaping geospatial work, from automated feature extraction and point cloud classification to predictive analysis across the data pipeline. GeoAI is the convergence of AI and geospatial data, covering models built to interpret imagery, lidar, and spatial datasets at scale and the applications they unlock.