GMD® is a company that specializes in the prevention of natural hazards with self-sufficient, AI-based IoT sensor and radio networks with a machine learning GIS risk analysis platform to make natural events more predictable and offers and advises on customer-optimized climate change adaptation models for municipalities, ski resorts or infrastructure operators.