The product connects to existing observability tooling, inspects services and telemetry coverage, and identifies missing or weak instrumentation, dashboards, alerts, probes, and incident runbooks. It then generates recommended OpenTelemetry instrumentation, Prometheus alert rules, Grafana dashboards, Datadog monitors, and incident workflow templates that teams can review and apply.

OpenTelemetry and the broader observability ecosystem are becoming standard across infrastructure teams, but companies still need specialized engineers to assemble reliable, useful stacks. The repeated demand across SaaS, infrastructure, crypto, AI compute, and robotics roles shows this pain is active now.