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Understanding Criticality in Alerts

Critical alerts are designed to flag high-priority issues that require immediate attention, helping you focus on anomalies that could have a significant impact on your operations.

When is an alert marked as critical?

An alert is marked as critical when either of the following conditions are met:

  1. Repeated Anomaly

    • The same anomaly has been detected before.
    • This indicates that the issue is not a one-time deviation but a recurring or persistent problem that could signal an ongoing risk.
  2. Threshold Breach

    • The anomaly exceeds a predefined threshold value of 7.
    • This ensures that only anomalies of significant magnitude or frequency are flagged as critical, preventing over-notification for minor deviations.

By combining these two conditions, critical alerts highlight patterns that are both consistent and impactful, ensuring a focus on actionable insights.

For example:

  • If an anomaly in customer complaint volume is detected repeatedly over several days or surpasses a volume threshold of 7, it would be flagged as critical.
  • Similarly, if an operational metric continues to deviate in the same direction (e.g., a drop in response rate), it signals a trend worth immediate investigation.

Why is this important?

Marking alerts as critical helps you:

Focus on high-impact issues:

  • Not all anomalies are equally important. Critical alerts ensure you spend your time and resources addressing the most significant and recurring problems.

Reduce Alert Fatigue:

  • By filtering out less significant anomalies, criticality ensures that your attention is directed toward meaningful deviations, minimizing distractions from false alarms or low-priority alerts.