White-Label OpenClaw Hosting: How to Resell AI Agents

The AI agent hosting market is growing fast, and there's genuine demand for white-labelled OpenClaw deployments — businesses that want their clients to have managed AI agents without dealing with the underlying complexity. This guide covers how to structure a white-label AI agent hosting business built on OpenClaw.

The Business Model

White-label OpenClaw hosting works like this:

1. You provision and manage OpenClaw instances (on cloud VPS or managed platforms)
2. You brand them under your own name and provide them to clients
3. Clients pay you monthly; you pay the underlying infrastructure cost
4. Your margin is the difference between what you charge and what you pay

Typical economics:

• Infrastructure cost per client (VPS + API keys): $8–$20/month
• Client charge: $30–$80/month
• Gross margin: 50–75% per client

Technical Architecture Options

Option A: Self-Managed VPS Fleet

Run each client on a separate VPS instance. Maximum isolation and control.

Setup:

• Automate provisioning with Terraform or Ansible
• Use a VPS provider with an API (Hetzner, DigitalOcean, Vultr)
• Build a simple admin dashboard to provision/deprovision instances
• Use wildcard DNS + Caddy for automatic TLS per client domain

Pros: Full control, maximum customisation, better margins at scale Cons: High operational complexity, you're responsible for uptime

Option B: nacre.sh Agency/Scale Plan

nacre.sh's Agency plan is designed for this use case — manage multiple OpenClaw instances from a single dashboard.

Setup:

• Sign up for nacre.sh Agency plan
• Provision instances on behalf of clients
• Clients access their instance via a custom domain you set up
• nacre.sh handles infrastructure; you handle client relationships

Pros: Zero infrastructure management, reliable uptime SLA Cons: Lower margins than self-managed, dependent on nacre.sh pricing

Option C: Hybrid

Use nacre.sh for your first 10–20 clients while you build self-managed infrastructure. Transition larger clients to your own infrastructure as you grow.

Branding and White-Labelling

Full white-labelling requires:

1. Custom domain per client: agent.clientname.com pointing to their instance
2. Custom system prompt: Brand your agent with the client's company name and persona
3. Hidden infrastructure: Clients don't need to know you use nacre.sh or which VPS provider you use
4. Your own billing: Use Stripe to charge clients; pay your infrastructure costs separately

OpenClaw itself doesn't have white-label restrictions — you can deploy it for clients without attribution requirements.

Client Onboarding Workflow

1. Client signs contract and pays setup fee ($50–$200 one-time)
2. Provision their OpenClaw instance (automated or manual)
3. Configure their preferred channels (Telegram, Discord, etc.)
4. Set up their API keys (they provide, you configure)
5. Install their desired skills
6. Deliver documentation and a 30-minute onboarding call
7. Client starts using; you monitor and maintain

Pricing Your Service

Starter tier: $29/month — single agent, 2 channels, email support Professional tier: $59/month — single agent, all channels, priority support, custom domain Business tier: $99/month — multi-agent, all channels, SLA, custom domain, onboarding

With 20 Professional tier clients, revenue is $1,180/month on infrastructure costs of ~$300/month. Healthy margins for a service business.

Frequently Asked Questions

Do I need technical expertise to run this?

Yes — you need to understand Linux server administration, Docker, DNS, and TLS at minimum. This is a technical product business.

What's the biggest risk?

Client churn. AI agent adoption has a learning curve — clients who don't onboard successfully tend to cancel. Invest in your onboarding process.