Viewing Fleet Operations & SRE Enginev2.maintainai.co.nz
24/7/365 Autonomous Infrastructure Operations

We Run What We Build.

An AI workflow is only as good as the infrastructure holding it up. Maintain AI designs and builds business systems on Google’s AI stack — and operates the servers, containers, networks, and autonomous watchdogs that keep them running.

Test SRE Self-Healing EngineManaged SLA (from $950/mo)
P99 UPTIME: 99.98%·MTTR: < 5 SECONDS·HAMILTON NZ OPERATIONS
Fleet Operations Deck
ALL PROBES NOMINAL
Cloud Run Gemini Containers
Auto-scaled across NZ/AU regions
UP (100%)
Workspace Webhook Ingress
Gmail & Drive event triggers
LATENCY 18ms
Autonomous Watchdog Agent
Continuous healthcheck tick
ACTIVE (5s)
Why infrastructure matters: Most AI consultancies ship code and walk away. When an API key expires or a webhook drops, your operations freeze. Maintain AI operates continuous self-healing monitoring.
INTERACTIVE SRE SIMULATION

Experience Autonomous Self-Healing in Real Time

Click below to simulate an unexpected container crash and watch our SRE watchdog detect, isolate, and recover in seconds.

maintainai-watchdog // telemetry-runner
[13:00:01 NZDT] SRE-PROBE: 12 Cloud Run containers nominal. Memory: 38% | Latency: 22ms.
[13:00:15 NZDT] WATCHDOG: Ingress SSL certificate valid (284 days remaining).
[13:00:30 NZDT] STATUS: All edge nodes healthy. Zero synthetic failures detected.
Engine: Maintain AI Fleet Gate v2.0CURRENT STATE: NOMINAL

Why businesses choose Maintain AI

We run what we build

Autonomous monitoring, alerting and self-healing. Your AI system gets the same operational discipline as the rest of your production stack.

Built on real operations

Practical engineering from a founder who has run 24/7/365 network and infrastructure environments. No theoretical academic exercises.

New Zealand based

Hamilton. Local support hours, local data residency considerations, and a direct line to the person doing the engineering work.

FOUR WAYS TO WORK WITH US

Transparent Operations Pricing

Assess

Free

Infrastructure audit, automation opportunity map, and written platform fit recommendations.

Challenge

NZ$495

One real business task, 60-min live session. Full refund if Google AI cannot meet agreed criteria.

Build

from NZ$6,000

Fixed-scope delivery of Workspace automation, private assistants, custom agents, and infrastructure.

MOST VALUED

Maintain

NZ$950/mo

Ongoing autonomous monitoring, proactive maintenance, self-healing, monthly roadmap reviews.

Vaughan Taylor

Meet the Founder: Vaughan Taylor

Former Senior Monitoring & Response Engineer at Spark NZ with years operating mission-critical network backbones. When you engage Maintain AI, your autonomous agents are backed by real engineering discipline.

• Hamilton, New Zealand• Spark NZ Alumni• AWS Certified