A demonstration of automated pothole detection using Segment Anything Model 3 (SAM 3), fine-tuned with LoRA on street-level imagery collected from a district in Hamburg, Germany. Detected geometries are stored as CityGML features in a 3DCityDB v5 database and served as interactive 3D Tiles.