Saudi Arabia, the world's largest crude oil exporter, also possesses rich deposits of natural resources like phosphate, bauxite, copper, and various minerals. Extracting and processing these resources can concentrate naturally occurring radionuclides in the resulting products, byproducts, residues, and wastes. This can sometimes elevate their activity concentrations above original levels, potentially increasing exposure risks for workers and the public, and contaminating the environment. This review provided a comprehensive overview of naturally occurring radioactive materials (NORM) across various industries in Saudi Arabia. It outlines the regulatory framework established by the country's authority for NORM management. By reviewing current literature, the article presents activity concentrations of key radionuclides of interest - 40K and those from the 238U and 232Th decay series-within different industries. The review highlights the need for further research to assess the impact of industrial processes on the activity concentrations of natural radionuclides. It concludes by calling for additional studies to address the significant knowledge gap on NORM in specific industries, particularly phosphate, bauxite, water treatment plant and oil and gas, which have the potential to generate radioactive waste. The importance of characterizing industries involving NORM is emphasized for evaluating radiological impact and implementing appropriate safety measures.