FAQ

Questions about dedicated GPU infrastructure

How we run bare-metal GPU clusters, where they live, how they scale, and what working with us actually looks like.

Who is Amaya Cloud built for?

Amaya Cloud was founded by system integrators and venture capitalists to provide reliable GPU infrastructure for our portfolio companies. Strong demand has led us to expand the platform for the broader market. We now rapidly grow our dedicated compute for startups, AI labs, research teams, and tech companies.

Why does Amaya Cloud focus on bare-metal infrastructure?

We come from system integration, so we focus on the layer we know best: dedicated compute and networking. Rather than competing with our customers at the orchestration or application layer, we act as their infrastructure partner. Bare metal provides better economics, stronger security and isolation, predictable performance and availability, and greater control.

Where is your infrastructure located?

Our primary infrastructure is in a Tier III, SOC 2 Type II audited data center in the San Francisco Bay Area, near our office and engineering team. We have a local operational presence, continually expand capacity, and partner with data centers to support reliable long-term growth.

How do you approach security?

We use dedicated, single-tenant infrastructure with isolated customer environments in enterprise-grade data centers. Our infrastructure is designed for customers that care about workload isolation, physical security, operational controls, and long-term infrastructure reliability.

Can you support multi-node training and larger GPU clusters?

Yes. We support multi-node GPU deployments with high-speed networking, including InfiniBand configurations for distributed training, large-model workloads, and other communication-intensive AI applications.

Can we start with a few nodes and scale later?

Yes. Many customers begin with a smaller dedicated deployment and expand as their models, workloads, or teams grow. We continuously expand our GPU fleet and can plan additional capacity around customer growth.

Can Amaya Cloud build a custom infrastructure deployment?

Yes. We can work with customers on custom GPU clusters, networking, storage, connectivity, security, and other infrastructure requirements that do not fit a standard configuration.

Can we benchmark before making a larger commitment?

Yes. Qualified customers can run a proof of concept or benchmark their workload on Amaya Cloud infrastructure before scaling into a larger production deployment.

Can Amaya Cloud help us migrate from AWS, GCP, or Azure?

Yes. Our infrastructure team can work with customers transitioning from hyperscale cloud environments to dedicated GPU infrastructure, including compute, networking, storage, and deployment requirements.

Do you charge data egress fees?

No. We do not charge egress fees, allowing customers to move datasets, checkpoints, and model outputs without unexpected data-transfer charges.

What kind of support do customers receive?

Customers work directly with our infrastructure team for provisioning, hardware, networking, deployment, and infrastructure-related support. Our focus is on long-term infrastructure relationships rather than simply providing access to GPUs.

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