The product connects to existing observability platforms and continuously checks whether services have required metrics, logs, traces, dashboards, and alerts. It flags missing telemetry, stale dashboards, noisy or inactive alerts, and broken custom exporters, giving platform and infrastructure teams a single operational view without replacing their current tools.

Companies are standardizing around OpenTelemetry while still operating heterogeneous stacks like Grafana, Prometheus, Datadog, Splunk, New Relic, Elastic, and Dynatrace. As production systems grow more distributed, observability quality becomes a reliability dependency rather than a nice-to-have dashboarding task.