artificial intelligence network monitoring

Explains how AI modernizes network monitoring by learning normal behavior, flagging anomalies, predicting outages, and automating remediation. Details data ingestion from logs, flows, and telemetry; real-time analytics; noise reduction via event correlation; and AIOps workflows. Weighs on-prem vs SaaS deployment, addresses false positives and bias, and ties value to improved uptime, security, and operational efficiency.