Designing, training, and deploying custom neural networks in QGIS is a complex task. I'll explain AI models I built for georeferencing and vectorizing, explore the user experience that make these useful to the average QGIS user, and consider what the future of GIS software looks like with artificial intelligence embedded in its most important workflows.