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Insights

Insights on private AI infrastructure

Practical, no-hype writing on GPU servers, private LLM hosting, networking and how to size infrastructure for real AI workloads.

Compliance

Data sovereignty: why EU companies keep AI in-house

Why European organisations run AI on private, EU-hosted infrastructure, and how a GDPR-conscious setup helps.

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Cost

The real total cost of ownership of a GPU server

Beyond the sticker price: power, hosting, network, depreciation and team time over the life of the machine.

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Datacenter

Power and cooling: the hidden cost of AI servers

GPU servers draw serious power and heat. Why metered billing is fairer and how it shapes colocation cost.

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Colocation

Colocation vs cloud: when owning your hardware wins

For steady, 24/7 AI workloads, owning and colocating hardware often beats metered cloud on cost and control.

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Colocation

What is server colocation, and who is it for?

You own the server, we provide the rack, power, cooling and network. Who benefits and how per-U pricing works.

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Hardware

How to choose an AI server for inference

A checklist for matching GPUs, memory, storage and network to your workload.

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SaaS

Dedicated GPU servers for AI SaaS companies

Why product teams move their GPU layer onto dedicated, predictable hardware.

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RAG

RAG infrastructure explained

The building blocks of retrieval-augmented generation on private servers.

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Private AI

Private AI infrastructure for European companies

A GDPR-conscious approach to running AI on hardware you control.

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Networking

Why 10GbE networking matters for AI workloads

Where bandwidth becomes the bottleneck, and when to step up to 40 or 100GbE.

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Hardware

How much VRAM do you need for LLM inference?

A practical way to think about VRAM, model size and batching when sizing an inference server.

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Infrastructure

GPU server hosting vs cloud AI APIs

When a dedicated GPU server beats a metered public API, on cost, control and privacy.

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Private AI

What is private LLM hosting?

How self-hosting open models on dedicated hardware keeps prompts and data inside your own infrastructure.

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Ready to build your own AI server?

Tell us what you want to run and we will design the right GPU server, host it and hand over full control.

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