AI continuously analyzes network traffic, device performance, and user experience, using predictive analytics to anticipate potential failures and congestion. It also enables automated troubleshooting and self-optimizing traffic management, reducing operational costs and accelerating service restoration. AI-driven control allows for dynamic scaling and fine-tuning of QoS, resulting in more stable, efficient, and energy-conscious data center operations.