About Maintain AI
Maintain AI is a New Zealand company building agentic AI systems that proactively manage servers, containers, networks, and applications. We reduce manual overhead so engineering and operations teams can focus on higher-value work instead of firefighting.
The founder
Vaughan Taylor is an AI practitioner and infrastructure automation specialist based in Hamilton, New Zealand. With deep experience across network infrastructure, cloud platforms, and autonomous AI systems — including running 24/7/365 network environments — Vaughan founded Maintain AI to bring the same operational discipline to AI-powered automation.
Vaughan has spent years building and operating his own autonomous AI infrastructure, including self-hosted AI agents, knowledge systems, and end-to-end automation. Maintain AI is the product of that practical experience: systems that don’t just talk about automation — they run it.
Company facts
- Location: Hamilton, New Zealand
- Founded: 2025
- Funding: Bootstrapped and independent
- NZBN: 9429042178705
- Contact: admin@maintainai.co.nz
Our approach
We believe AI maintenance should be invisible: systems that watch themselves, repair themselves, and only escalate what genuinely needs a human. Every deployment is built with monitoring, alerting, and rollback baked in — because automation that can’t fail safely isn’t automation, it’s risk.
Want to talk? Get in touch — we’d love to hear about what you’re running.