Fire risk is a very common risk, especially in dry and warm regions of the world. Thus, India has a climate that supports a higher risk of fire accidents. Hence the increasing role of AI in fire risk management has become very important. This shows the major work done in the field of fire risk management in the entire research literature. In this article, we have prepared a bibliometric analysis to provide a statistical overview of previously published research papers on fire risk management. The study selected 1,594 research documents from the Scopus database published during the last 15 years. These documents are related to the subject area of environmental science; engineering; agricultural and biological science; earth and planetary sciences; business, management, and accounting; social sciences; economics, econometrics, and finance; and multi-disciplinary areas. The selected documents are analyzed using the bibliometric methods of literature review. It is performed using software like Vos-Viewer and the biblioshiny package of R Studios. The result of the study helps in understanding the most important contributors to the research field and understanding the directions they have given to the entire research arena.