This report investigates the application of Artificial Intelligence (AI) in healthcare management, specifically focusing on how managers utilize AI to determine patient access to clinical treatments. The research explores the current advancements in AI and its potential implementation in the healthcare industry to aid decision-making processes. The study includes a literature review covering the implementation of AI in healthcare informatics, the role of gatekeepers, and AI in healthcare decision-making. The methodology involves semi-structured interviews with AI system developers, programmers, clinical managers, and healthcare administrators. The findings, analyzed using qualitative data analysis, highlight the benefits of AI, such as reducing unnecessary time, workforce, and procedures. The report concludes with recommendations for adopting AI technology, including infrastructure changes and employee training. The research aims to address the problem of complex decision-making in healthcare management and the potential of AI to streamline processes, improve efficiency, and ultimately enhance patient care by optimizing access to appropriate treatments.