Teams waste hours triaging false positives or obvious failures in tools like Prometheus.
Integrate with existing monitoring to add LLM-powered analysis—e.g., 'Disk full? Here’s the log-cleanup command and impacted services.'
Monetize via tiered pricing for larger teams with more integrations.
Start with Kubernetes/Docker support using open-source exporters.
Biggest risk is over-reliance on AI hallucinations during critical outages.