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Background: The utilisation of artificial intelligence (AI) in healthcare is being fundamental in creating intelligent hospital. The realisation of data networking, emulation of human cognition in the analysis, interpretation, and comprehension in delivering clinical and nonclinical services is believed to improves overall healthcare services, patient satisfaction and satisfying the health workforce. The aim of this article is to describe the current applications of artificial intelligence in the healthcare services and gather available information and updates in the evolution of intelligent hospital. Also, this article will describe the working process of AIintegrated intelligent hospital looks like. Materials and Methods: Review of relevant literature from online databases such as EBSCO, Pub Med, Research Gate, Google Scholar, and Google search engine was done to collect the information. This review's selected information was taken from academic journals, thesis, official country reports, and news update using related keywords intelligent hospital, artificial intelligence (AI), big data, hospital management, and smart hospital. . Results and Conclusion: Integration of AI into healthcare services in the hospitals hence creating the intelligent hospitals, is the way to go. The benefits of having AI in intelligent hospitals seem to outweigh the disadvantages. Integration of technology and science in the healthcare delivery will reduce human-related error, improve patient satisfaction, assist healthcare personnel in achieving better health results, and provide a better, safe, and efficient healthcare services. It is highly recommended for healthcare professionals to be aware of and be up to date with the development of AI technology in the healthcare setting and the pursuit of creating and managing intelligent hospitals. [ABSTRACT FROM AUTHOR]