WAN Latency Monitor with AI Root Cause Analysis

Network engineers spend hours debugging latency spikes without knowing the root cause. JustRebootIt automatically collects detailed network diagnostics (pings, traceroutes, device metrics) during latency events and uses LLM analysis to pinpoint the problem. Target users are home lab enthusiasts, small IT teams, and network admins.

Network observability is getting serious investment right now — Kentik raised $recurved and Catchpoint continues expanding — but both are priced and scoped for enterprise, leaving small IT teams and homelabbers with basically nothing beyond manual traceroutes and Reddit posts. The LLM-for-root-cause angle is timely given how rapidly teams are wrapping diagnostics tooling with GPT-4 and Claude to reduce MTTI, and the data collection layer (pings, traceroutes, SNMP) is well-understood enough that the build isn't the hard part. The $500–2k/mo revenue ceiling makes sense for a small-team tool but implies a low-ARPU subscriber base, which means churn from homelab users — who are notoriously price-sensitive and DIY-inclined — will be a constant drag on MRR. The biggest risk is that the target audience skews toward people who will just prompt ChatGPT themselves with their own traceroute output rather than pay for an automated wrapper, making willingness-to-pay the real ceiling, not the market size.