Turn GPU capacity into a token-driven revenue stream
AI consumption is shifting fast. OpenClaw is driving real, immediate demand — and that usage is already generating revenue.
The Rafay Platform, with Token Factory, enables capture and monetization of that demand on existing infrastructure.
Rafay Token Factory + OpenClaw
Turn demand into a revenue-generating AI service.
Rafay Token Factory was built to convert AI inference into a governed, monetizable service.
OpenClaw is the consumption interface generating some of the highest-velocity AI usage in the market today.
OpenClaw drives usage. That usage consumes tokens. Rafay Token Factory converts that into revenue.
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What is OpenClaw?
OpenClaw is an AI agent that executes real tasks using models.
Instead of single prompts, it:
- breaks work into multi-step workflows
- calls tools and APIs
- runs continuously to complete tasks
Each task executes multiple steps, loops, retries, and calls tools — resulting in significantly higher usage than conventional AI interactions.
Opportunity awaits...
Usage is already happening. Revenue is already being captured. The question is, who serves it?
The market is shifting to AI consumption now
AI is actively moving from infrastructure and projects to token and usage-based consumption. Monetization is shifting from capacity to usage.
OpenClaw is driving real, immediate demand
Developers are building agents, copilots, and automation workflows. That usage is already generating real spend, most of it captured by OpenAI and Anthropic.
Positioned to own a piece of that demand
Existing GPU capacity supports inference. This demand can be served using infrastructure already in place.
Without Token Factory, usage is just traffic
Without Token Factory, demand passes through infrastructure without monetization. With it, usage becomes a governed, revenue-generating business.
The Rafay Platform enables operation of AI services
Token Factory extends the platform by enabling capture and monetization of usage from those services. Rafay connects OpenClaw and NemoClaw users to approved models.
Expose
Package AI services as token-metered endpoints with access controls and quotas per tenant.
Route
Direct OpenClaw usage to GPU infrastructure.
Track
Monitor token consumption across users, applications, and agentic workflows.
Price
Apply pricing and enforce quotas. Set policies per tenant. Customers buy tokens. Revenue flows accordingly.
Scale
Move from infrastructure resale to service revenue. Offer higher-value services beyond GPU hours alone.
Launch
Start capturing demand from day one. Existing Rafay deployments can activate Token Factory as the monetization layer without additional build.
Get Started
Three steps to serving OpenClaw demand.
Deploy and operate AI services
Expose models that OpenClaw users can access and run workloads against.
Enable token-based consumption
Token Factory manages access, tracks consumption across users and workloads, and applies pricing and usage controls.
Turn usage into revenue
OpenClaw drives usage. Token Factory converts that usage into revenue.
Ready to serve OpenClaw demand on existing infrastructure?
Rafay’s Token Factory is available now as part of the Rafay Platform.








