PM Networking explains how AI transforms network maintenance: by automatically analyzing device logs, traffic patterns, and performance metrics, it can predict potential failures and alert teams in advance. This helps avoid downtime, reduces emergency fixes, and makes network operations smoother and more efficient for businesses of all sizes. https://pmnetworking.in/how-network-engineers-use-ai-to-predict-failures/