Operationalizing AI Fabrics with Aviz ONES, NVIDIA Spectrum-X, and Rafay
Discover the new AI operations model available to enterprises that enables self-service consumption and cloud-native orchestration for developers.
Serverless Inference for GPU & Sovereign Cloud Providers
Deliver Generative AI (GenAI) models as a service in a scalable, secure, and cost-effective way–and unlock high margins–with Rafay’s turnkey Serverless Inference offering.
Available to Rafay customers and partners as part of the Rafay Platform, Serverless Inference empowers NVIDIA Cloud Partners (NCPs) and GPU Cloud Providers (GPU Clouds) to offer high-performing, Generative AI models as a service, complete with token-based and time-based tracking, via a unified, OpenAI-compatible API.
With Serverless Inference, developers can sign up with regional NCPs and GPU Clouds to consume models-as-a-service, allowing them to focus on building AI-powered apps without worrying about managing infrastructure complexities.
Serverless Inference is available AT NOT ADDITIONAL COST to Rafay customers and partners.
Key Capabilities of Serverless Inference
Rafay’s Serverless Inference offering brings on-demand consumption of GenAI models to developers, with scalability, security, token- or time-based billing, and zero infrastructure overhead.
Plug-and-Play LLM Integration
Instantly deliver popular open-source LLMs (e.g., Llama 3.2, Qwen, DeepSeek) using OpenAI-compatible APIs to your customer base—no code changes required.
Serverless Access
Deliver a hassle-free, serverless experience to your customers looking for the latest and greatest GenAI models.
Token-Based Pricing & Visibility
Flexible usage-based billing with complete cost transparency and historical usage insights.
Secure & Auditable API Endpoints
HTTPS-only endpoints with bearer token authentication, full IP-level audit logs, and token lifecycle controls.
Why DIY when you can FLY with Rafay's Serverless Inference offering?
Pre-optimized interference templates
Intelligent auto-scaling of GPU resourcesread more
.svg){kind=icon}
Enterprise-grade security and token authentication
Built-in observability, cost tracking, audit logs
Featured Resources
.png)
“We are able to deliver new, innovative products and services to the global market faster and manage them cost-effectively with Rafay.”
White paper
Hybrid Cloud Meets Kubernetes
Learn how to Streamline Kubernetes Ops in Hybrid Clouds with AWS & Rafay
Start a conversation with Rafay
Talk with Rafay experts to assess your infrastructure, explore your use cases, and see how teams like yours operationalize AI/ML and cloud-native initiatives with self-service and governance built in.
