The Hong Kong Polytechnic University (PolyU) is leveraging geospatial artificial intelligence (GeoAI) to tackle a range of environmental and social challenges worldwide. Through its innovative application in various sectors such as transportation, urban safety, and climate change, PolyU aims to lead in transforming how societies manage and adapt to these issues.