Urban drainage systems are an important basis for public health and environmental protection as they transport wastewater from households to treatment plants and drain rainwater. Europe's public urban drainage systems cover a total of 2,500,000 km. These systems are currently challenged by ageing infrastructure, urbanisation and the increase in heavy rainfall. Hades meets these challenges through the use of deep learning techniques, cloud computing and data analysis to help cities become more sustainable and resilient.