The product connects to existing logs, metrics, dashboards, and incident systems to surface early signs of performance dips, stability risks, and recurring incident patterns. It automatically recommends monitor, alarm, and dashboard improvements so teams can strengthen observability without manually combing through fragmented telemetry.

Companies are explicitly hiring engineers to build proactive detection, monitoring, alerting, and observability systems in-house. This suggests growing operational pressure and a market opening for a packaged tool that reduces custom observability work.