The product connects to observability, security, cloud, endpoint, and application telemetry sources to continuously monitor system health and compliance signals. It correlates alerts, performance data, and diagnostic events into prioritized incidents with probable causes, affected assets, and recommended next investigation steps.

Multiple companies are hiring specifically for proactive monitoring, alerting, diagnostics, detection pipelines, and incident response, showing active operational pain around visibility and faster triage. The growth of cloud and distributed systems makes manual monitoring coverage harder to maintain.