Our presentation from FOSSGIS 2024 takes a look at the exciting developments in the field of artificial intelligence and its application in geoinformation systems and Earth Observation. We would like to clarify that the speakers are practitioners and developers, but not proven AI experts. However, our observation of the industry, many years of experience, and our pursuit of innovation have motivated us to explore this exciting topic and share our experiences.