What is the role of automated alerts in anomaly detection within telemetry dashboards?

• A. They replace human review entirely.
• B. They provide only raw data exports without interpretation.
• C. They delay notifications until manual checks.
• D. They trigger investigations when data deviates from normal patterns, enabling rapid response.

Answer: (D)

Automated alerts in anomaly detection are about turning deviations into fast action. Telemetry dashboards monitor time-series data and establish a baseline of normal behavior. When current metrics stray from that baseline—such as a sudden latency spike, a jump in error rate, or unusual traffic patterns—the system raises an alert. This prompts immediate investigation or on-call response, helping the team detect and address issues quickly before they worsen. Alerts are meant to assist human review, not replace it, and they’re not simply raw data exports or delayed notifications; they trigger timely warnings so responders can act.