The rise of artificial intelligence (AI) in science and technology has spurred innovation and changed many facets of human existence. AI is seamlessly integrated with computer network technologies in this disruptive paradigm, making it important to daily life. Technology has a major influence on data processing and information transport, requiring a major overhaul of modern networks. This systematic research addresses AI applications in computer networks. It investigates the complicated interplay between AI and network growth to show how AI shapes technological advancement. This research examines key themes and explains new patterns to illuminate AI-driven network evolution. This topic focuses on major AI applications that increase network functioning, performance, security, and innovation. AI-enabled capabilities include predictive analytics and autonomous network management and are expanding. This research investigates new directions in AI-driven network development and predicts future trends. This study advises stakeholders on integrating AI and computer network technologies. This paradigm helps use AI's revolutionary powers to innovate and progress computer networks into new frontiers.