The product would scan existing observability stacks, detect missing metrics, broken alerts, dashboard gaps, and inconsistent logging or tracing coverage. It would then generate recommended configurations, alert rules, OpenTelemetry instrumentation checks, and dashboard updates for tools such as Prometheus, Grafana, Datadog, Loki, ELK, and Splunk.

Multiple companies are hiring for engineers who can build and own observability stacks rather than merely use a single monitoring product. The rise of OpenTelemetry and mixed observability toolchains creates demand for a control layer that simplifies setup, integration, and ongoing maintenance.