Detecting the Unknown: AI Agents and Anomaly Discovery

• The Limits of Rule-Based Monitoring

  Traditional network monitoring works well for known issues—but what about “unknown unknowns”?Static thresholds and signature-based alerts miss emerging problems, subtle shifts, or new failure patterns.Today’s networks demand smarter tools that can uncover anomalies before they become critical incidents.

• How AI Agents Uncover the Unexpected

  AI agents excel at finding patterns and detecting outliers that humans and static rules might miss.By continuously analyzing unified telemetry data, agents can spot small anomalies—like a gradual increase in latency or new, suspicious traffic—that may signal a brewing problem.One global enterprise saw a 50% reduction in major incidents after deploying anomaly-detecting agents across their infrastructure.

• Resilience Through Early Discovery

  Early detection means faster, more targeted response.With anomaly detection powered by AI, teams can investigate root causes sooner, prevent outages, and maintain a more resilient network environment—no matter how complex or dynamic it becomes.

Want to catch the next big issue—before it escalates?

Observeasy delivers AI agents that discover anomalies and help your team stay a step ahead.

👉 Book a demo to experience advanced anomaly detection in action.