Digital transformation efforts in the Middle East were not readily available. However, several countries in the region, including the United Arab Emirates (UAE), Saudi Arabia, Qatar, and Bahrain, have been actively pursuing digital transformation agendas to enhance their economic competitiveness and foster innovation. These efforts encompass a wide range of initiatives, including the development of smart city projects, the implementation of digital government services to improve efficiency and transparency, investments in digital infrastructure such as high-speed internet connectivity and data centers, and the promotion of digital skills development programs to empower the workforce. While specific rankings may provide insights into the progress of individual countries or cities, it’s essential to consider various factors and sources of information to gain a comprehensive understanding of the digital transformation landscape in the Middle East. Additionally, the pace and success of digital transformation efforts can vary significantly within and across countries in the region.