Launching today
MeshWatch AI
Explain incidents with evidence. Approve every action.
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Explain incidents with evidence. Approve every action.
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Self-hosted monitoring with an AI Assistant that explains incidents, links every claim to an alert, marks unverifiable references, and only proposes actions a person can approve. Use Ollama or your own API key. Read-only MCP included.
Free Options
Launch Team
Framer AI AgentsDesign and publish professional sites with AI
Promoted
Hi Product Hunt — we built MeshWatch AI because alert collection is only half of incident work. The difficult part is reconstructing what probably happened without losing sight of the evidence.
Press Explain on an incident and the Assistant builds a likely sequence from the one-line summaries already held by the console. Every claim links back to its source alert. If a cited reference cannot be found, it is marked unverified. If you ask the Assistant to acknowledge alerts, it creates a proposal; an operator or administrator must approve it, and the audit log records that person's action.
It is self-hosted and off by default. You can run Ollama on the same server, point it at a model elsewhere on your network, or use your own API key. External requests are masked and shown before they are sent. The MCP server is read-only and uses standard input rather than opening a network port.
The US$1,990/year licence also includes keys for all seven MeshWatch monitoring products. The 30-day trial includes the Assistant and needs no card or account.
Walk through nine real screens: https://meshwatch.app/demo/meshw...