This guide identifies five capabilities organizations should prioritize when evaluating AI network operations tools. Complete visibility is essential, with data spanning LAN, WAN, security, and other network components rather than isolated technologies. The platform should gather and consolidate information without creating excessive network overhead. Trend analysis must go beyond fixing immediate errors by identifying changing usage patterns, predicting future issues, and dynamically adjusting thresholds and service-level expectations. Operations should remain simple, with clear, actionable recommendations instead of additional dashboards and complexity. Finally, AI capabilities should integrate directly with the existing network management platform so teams gain automation and intelligen

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