# Blog Articles

## How Rafay Turns NeoClouds and Telco AI Clouds into Token-Metered Revenue Engines
Learn how telcos and NeoClouds can turn sovereign AI infrastructure into token-metered services with Rafay, enabling inference APIs, billing, governance, and monetization.  
[Read Now](https://mailto:Info@rafay.co/ai-and-cloud-native-blog/how-rafay-turns-neoclouds-and-telco-ai-clouds-into-token-metered-revenue-engines)

## Compute Domains: Bringing Multi-Node NVLink Awareness to Kubernetes
Learn how compute domains and multi-node NVLink enable high-performance, distributed GPU workloads in Kubernetes, improving scalability, resource utilization, and AI infrastructure efficiency.  
[Read Now](https://mailto:Info@rafay.co/ai-and-cloud-native-blog/compute-domains-bringing-multi-node-nvlink-awareness-to-kubernetes)

## NVIDIA Dynamo: Turning Disaggregated Inference Into a Production System
Discover how NVIDIA Dynamo turns disaggregated inference into a production-ready system, enabling scalable, efficient AI services with better resource utilization and operational control.  
[Read Now](https://mailto:Info@rafay.co/ai-and-cloud-native-blog/nvidia-dynamo-turning-disaggregated-inference-into-a-production-system)

## Token Factory Is Now Generally Available: How AI Factory Operators Can Monetize Token-Based AI Services
Rafay Token Factory enables AI factory operators to monetize GPU infrastructure with token-based AI APIs, metering, and self-service consumption at scale.  
[Read Now](https://mailto:Info@rafay.co/ai-and-cloud-native-blog/token-factory-is-now-generally-available-how-ai-factory-operators-can-monetize-token-based-ai-services)

## Introduction to Disaggregated Inference: Why It Matters
Learn how disaggregated inference improves GPU utilization, scalability, and cost efficiency by separating compute, memory, and serving layers—enabling more flexible, self-service AI infrastructure.  
[Read Now](https://mailto:Info@rafay.co/ai-and-cloud-native-blog/introduction-to-disaggregated-inference-why-it-matters)

## Scaling Trust: The Fortanix and Rafay Integration for Enterprise Confidential AI
Learn how the Fortanix and Rafay integration enables confidential AI for enterprises—protecting sensitive data while running AI workloads on secure, governed GPU platforms.  
[Read Now](https://mailto:Info@rafay.co/ai-and-cloud-native-blog/scaling-trust-the-fortanix-and-rafay-integration-for-enterprise-confidential-ai)

## Rafay Launches AI Grid Orchestration Solution to Help Telcos Intelligently Deploy Distributed AI Infrastructure
Rafay, a member of the NVIDIA Inception program, brings infrastructure orchestration and workload automation to AI Grid architectures, enabling telcos and service providers to transform distributed GPU environments into a governed, self-service platform.  
[Read Now](https://mailto:Info@rafay.co/ai-and-cloud-native-blog/rafay-launches-ai-grid-orchestration-solution-to-help-telcos-intelligently-deploy-distributed-ai-infrastructure)

## NVIDIA AICR Generates It. Rafay Runs It. Your GPU Clusters, Finally Under Control
NVIDIA AI Cluster Runtime (AICR) simplifies AI infrastructure deployment. Learn how Rafay operationalizes GPU clusters with governance, self-service access, and platform automation.  
[Read Now](https://mailto:Info@rafay.co/ai-and-cloud-native-blog/nvidia-aicr-generates-it-rafay-runs-it-your-gpu-clusters-finally-under-control)

## How Rafay Helps GPU Clouds Run Complex Hackathons at Scale
Discover how Rafay enables GPU cloud providers to run large-scale hackathons by instantly provisioning secure, ready-to-use GPU developer environments for thousands of participants.  
[Read Now](https://mailto:Info@rafay.co/ai-and-cloud-native-blog/how-rafay-helps-gpu-clouds-run-complex-hackathons-at-scale)

## Rafay Joins VAST Cosmos to Enable Governed GPU-Powered AI Services
Rafay has joined the VAST Cosmos Community as a Technology Partner, aligning its AI-native cloud control plane with the VAST AI Operating System to help organizations operationalize GPU-powered AI. Together, Rafay and VAST integrate governed compute orchestration and scalable data services, enabling NeoCloud providers and enterprises to transform raw infrastructure into consistent, production-ready AI platforms.  
[Read Now](https://mailto:Info@rafay.co/ai-and-cloud-native-blog/rafay-joins-vast-cosmos-to-enable-governed-gpu-powered-ai-services)

## Bare Metal Isn’t a Business Model: How Cloud Providers Monetize AI Infrastructure
[Read Now](https://mailto:Info@rafay.co/ai-and-cloud-native-blog/monetizing-ai-infrastructure)

## From Tickets to Self-Service: What Developers Now Expect from AI Infrastructure
[Read Now](https://mailto:Info@rafay.co/ai-and-cloud-native-blog/from-tickets-to-self-service-what-developers-now-expect-from-ai-infrastructure)