Introduction Qatar is on the cusp of a digital revolution, embracing cutting-edge technologies to foster economic growth, enhance public services, and improve the quality of life for its citizens. Digital transformation is not just a trend but a strategic imperative for Qatar as it strives to diversify its economy and achieve its Vision 2030 goals. [...]