Have you ever wondered to which extent knowledge graphs are being employed for making our world safer? As safety scientists, the speakers of this talk wanted to answer this question. The session presents an overview on the use of knowledge graphs for solving safety-related problems. What does safety scientists want? Is it needed to have a strong IT background? What is the role of Neo4j? These are only some of the questions being answered in this short talk. The early results of a bibliometric study will be presented, trying to connect knowledge graph experts and the community of safety scientists.