AI Hosting & Infrastructure
AI Hosting & Infrastructure
Build production AI infrastructure on dedicated GPU servers. These guides cover networking, storage architecture, scaling strategies, and deployment patterns for running AI workloads on bare metal. From private AI hosting to multi-GPU clusters, learn how to architect GPU infrastructure that scales.
Pen Testing Your AI Inference Stack
Guide to penetration testing AI inference deployments covering attack surface mapping, model-specific attacks, API security testing, infrastructure testing, and remediation for self-hosted GPU servers.
Protecting Against Prompt Injection
Defence strategies against prompt injection attacks on self-hosted LLMs covering attack taxonomy, input filtering, output validation, architectural defences, and monitoring…
Secure Model Download and Verification
Secure the AI model supply chain covering download verification, checksum validation, signature checking, repository trust, and safe deployment practices for…
AI Incident Response Plan
Build an incident response plan for AI system failures and security breaches covering detection, containment, recovery, post-incident review, and regulatory…
DDoS Protection for AI Inference APIs
Protect AI inference APIs from volumetric and application-layer DDoS attacks with rate limiting, traffic filtering, and infrastructure hardening on dedicated…
VPN Setup for Remote AI Inference Access
Configure WireGuard and OpenVPN tunnels for secure remote access to GPU inference servers, covering key exchange, split tunnelling, and performance…
SSH Hardening for GPU Servers
Harden SSH access on dedicated GPU servers with key-only authentication, port changes, fail2ban, jump hosts, and session controls for AI…
Docker Security for AI Workloads
Harden Docker containers running AI inference with non-root users, read-only filesystems, GPU device isolation, image scanning, and runtime security for…
API Key Management for Self-Hosted AI
Implement secure API key generation, rotation, rate limiting, and revocation for self-hosted AI inference APIs on dedicated GPU servers.
AI Governance Framework for UK Organisations
Build an AI governance framework covering accountability, transparency, risk assessment, and oversight for organisations deploying self-hosted AI models on UK…
Explore GPU Hosting Solutions
From the blog to your next deployment — pick the right platform for your workload.
Dedicated GPU Hosting
Bare-metal servers with a dedicated GPU, NVMe, full root access, and 1Gbps networking from our UK datacenter.
Browse GPU ServersPrivate AI Hosting
Isolated GPU infrastructure for sensitive AI workloads — no shared hardware, full data control.
Explore Private AIMulti-GPU Clusters
Scale horizontally with multi-GPU configurations for training and large-model inference.
Explore ClustersAPI Hosting
Host your own AI API endpoints on dedicated GPU servers — low latency, high availability.
Explore API HostingOpen Source LLM Hosting
Deploy LLaMA, Mistral, DeepSeek, and more on dedicated hardware with no per-token API fees.
Explore LLM HostingTokens/sec Benchmarks
Real-world tokens per second data across every GPU we offer, tested on popular LLMs.
View BenchmarksReady to deploy your AI workload?
Dedicated GPU servers from our UK datacenter. NVMe storage, 1Gbps networking, full root access.
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