Proactive Power Monitoring

Preventing Outages Before They Happen

"When voltage fluctuations occur, NetAI correlates power supply instability with device performance, preempting outages before they escalate into critical failures." 

How the AI NOC Does It

The AI NOC ensures proactive power monitoring by leveraging advanced Graph Neural Networks (GNNs) and real-time data correlation to detect and address power supply issues before they impact network performance. By continuously monitoring voltage fluctuations and their effects on connected devices, the AI NOC preempts outages and maintains uninterrupted network operations.

Here’s how the AI NOC prevents outages before they happen:

• Continuous Power Supply Monitoring:
  The AI NOC collects real-time telemetry from power sources, network devices, and environmental sensors to monitor voltage levels, current fluctuations, and overall power stability. Even minor anomalies in power supply are detected immediately for rapid response.

• Correlation of Power and Network Data:
  Using its GNN-powered causal graph, the AI NOC analyzes the relationship between power supply instability and device performance. For example, it identifies how voltage fluctuations impact router operations, packet processing, or device uptime delivering precise, actionable insights.

• Anomaly Detection and Early Warnings:
  The AI NOC establishes baseline power metrics and uses machine learning to detect deviations from normal behavior. When anomalies like voltage spikes or drops occur, the AI NOC triggers early warnings to alert engineers before issues escalate.

• Proactive Remediation Recommendations:
  The AI NOC provides clear, actionable recommendations—such as adjusting power supply configurations or rerouting network traffic away from affected devices. In environments with automation enabled, the AI NOC can automatically initiate failover processes or power stabilization measures without manual intervention.

• Integration with ITSM Systems:
  The AI NOC integrates seamlessly with ITSM tools like JIRA and ServiceNow, logging power-related incidents and their resolutions to ensure full visibility, traceability, and documentation for network teams.

• Preventing Critical Failures:
  By identifying and addressing power-related anomalies early, the AI NOC prevents cascading failures that could lead to service outages or hardware damage. This proactive approach minimizes downtime and enhances overall network reliability.

Why the AI NOC Stands Out

Traditional tools often fail to correlate power supply issues with network performance, leaving teams to react after outages occur. The AI NOC’s unique approach offers:

• Real-Time Correlation:
  Links power supply anomalies directly to device and network performance for precise, root-cause diagnostics.

• Proactive Prevention:
  Detects and mitigates power-related issues before they escalate into critical failures.

• Actionable Insights:
  Delivers clear, data-driven recommendations for resolving power instability.

• Automation Capabilities:
  Executes automated failover or stabilization actions to maintain network reliability.

• Enhanced Reliability:
  Ensures uninterrupted operations by addressing power issues proactively.