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Stay updated with our expert articles and insights on cloud-native and AI infrastructure management and orchestration topics.

News

Compute Is the New Revenue: What I Heard at the AI Infra Summit

At the AI Infrastructure Summit, leaders from NVIDIA and Rafay discussed the financial shift in AI buildouts. Explore the four tiers of AI infrastructure monetization and discover why scaling up the value chain efficiently is critical for operators.

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Product

52.6% More Tokens, 1.53× Less GPU Time: Production Inference with Minima and Rafay

A single NVIDIA Blackwell GPU, an optimized Qwen3.6-27B worker from Minima, and Rafay Token Factory around it. The result was a governed, multi-tenant, token-metered service that delivered 52.6% more output than a strong FP8 baseline, with usage records reconciled at 99.97% for billing

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Nebius Token Factory vs. Rafay: Buying Inference vs. Building an Inference Business

Compare Nebius Token Factory vs Rafay to decide whether to buy managed AI inference or build a token-metered inference business on your GPU fleet.

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Product

The AI Infrastructure Race Is Shifting from GPU Capacity to Operational Execution

Rafay CEO Haseeb Budhani joins theCUBE to discuss sovereign AI, multi-tenant cloud platforms, GPU monetization, and the shift from infrastructure to AI services.

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News

Running Sensitive Workloads on Rafay Token Factory with Protopia AI's Inference Privacy Layer

Rafay and Protopia AI eliminate plaintext exposure, letting regulated enterprises finally run sensitive workloads on shared GPU inference infrastructure.

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Product

Serving LLMs on Arm: Running Rafay Token Factory on NVIDIA DGX Spark

Learn how Rafay Token Factory turns NVIDIA DGX Spark into a managed, multi-tenant LLM serving endpoint with Arm-native Kubernetes, metering, governance, and OpenAI-compatible API access.

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Product

What Is a Token Delivery Network? The Next Operating Model for AI Inference

A Token Delivery Network is a distributed inference network that brings AI model endpoints closer to users, applications, and agents. Learn how the model works and where the Rafay Platform operates it.

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Product

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.

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News

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.

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Product

Understanding Model Deployment Metrics in Rafay's Token Factory

When running LLMs at scale, "the model works" isn't enough. Discover the key latency, throughput, and resource metrics you need to track to ensure a production-grade user experience using Rafay's Token Factory.

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How Rafay and NVIDIA Help Neoclouds Monetize Accelerated Computing with Token Factories

Learn how Rafay and NVIDIA enable NeoClouds to monetize accelerated computing using Token Factories—turning GPU infrastructure into scalable, token-based AI services.

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