The product connects to tools such as Datadog, Grafana, Prometheus, Splunk, CloudWatch, OpenTelemetry, Loki, and X-Ray, then analyzes existing telemetry to recommend dashboards, SLIs, thresholds, and alert routing. It continuously detects noisy, duplicate, missing, or low-actionability alerts and proposes changes that teams can approve or apply automatically.

Companies are standardizing on observability stacks, but the hard problem has shifted from collecting telemetry to making alerts actionable. Job postings repeatedly emphasize monitoring dashboards, alert quality, SLIs, and faster incident debugging as active hiring needs.