The product connects to existing observability tools and infrastructure metadata, then audits whether services have metrics, logs, traces, dashboards, and actionable alerts configured. It produces a prioritized remediation plan, detects drift over time, and flags blind spots before incidents expose them.

Modern infrastructure teams are standardizing on OpenTelemetry while still running multiple observability platforms in parallel. The rise of agentic development and faster deployment workflows increases the need for automated observability coverage checks instead of manual expert review.