From GPUs to Revenue: A Practical Guide to AI Factory Builds
This white paper breaks down what it actually takes to turn GPU investments into measurable business outcomes.
Launch your own AI Factory with token-metered access to models and APIs. Rafay’s Token Factory makes it easy to deliver AI as a service with built-in metering, pricing, and governance so you can monetize usage, not just infrastructure. See how quickly you can go from GPUs to revenue-ready AI services with this world-class capability.









Rafay offers the first-of-its-kind infrastructure orchestration and workflow automation platform that abstracts complexity and enables optimal developer productivity. By providing self-service consumption of environments and experiences, teams can effectively accelerate AI and cloud-native use cases for full lifecycle management.
Designed to operate in hybrid/multi-cloud and data center environments, the Rafay Platform simplifies provisioning, scaling, and the management of infrastructure at enterprise scale.

Monetize GPUs with GPU-as-a-service
Enable inference and AI tooling at scale
Launch branded clouds in sovereign or public environments

Self-service access for secure AI/ML workloads
Kubernetes automation across cluster fleets in multiple clouds
Support for air-gapped and regulated deployments

Unify AI infrastructure management
Enable cost visibility and workload segmentation
Accelerate time to value for developers

Guardant Health is a leading precision oncology company dedicated to helping conquer cancer. The Rafay Platform's cloud-native management capabilities support on-prem and cloud deployments, enabling developers to quickly build, test and deploy applications faster.

Understand what it takes to deliver the right GPU infrastructure to your business.
