Project control is among the processes that can be applied to the development pipeline of the mega projects in Saudi Arabia due to its capability to cope with project size, quick development cycles, global supply chain management, relationships with multiple stakeholders, and sustainability. In the current review paper, the focus will be made on examining how Oracle Primavera Cloud with artificial intelligence capabilities can increase efficiency when building mega projects in Saudi Arabia by combining information related to scheduling, costs, risks, resources, safety, and sustainability in a decision-making tool. Methodological approach that will be used to carry out literature review within the present study is a structured narrative literature review approach that will assist in identifying articles that focus on topics such as the role of artificial intelligence in construction management, cloud-based solutions in project controls, digital twins, predictive analytics techniques, and requirements of Saudi Arabia's Vision 2030 program between 2020 and 2025. Key findings obtained from the review of literature will provide information that can assist in developing a conceptual framework for AI-enabled Oracle Primavera Cloud application with respect to forecasting, risk analysis, scenario analysis, resources management, and executives' reporting dashboard in mega projects of Saudi Arabia. Benefits of applying artificial intelligence can include improvements in schedule efficiency, warning system accuracy, cost monitoring, claim preparation, safety management, procurement of materials, and governance processes.