Use Cases
Real-world applications of dedicated GPU servers — from AI chatbot hosting and voice agents to image generation and document processing. Learn how teams are using bare-metal GPU infrastructure in production.
AI Tutor: Personalized Learning on GPU
A UK online learning platform serving 85,000 GCSE maths students deploys a self-hosted LLM tutor on dedicated GPU, providing instant personalised explanations that adapt to each student's knowledge gaps and…
Essay Grading: Automated Assessment on GPU
A university processing 12,000 undergraduate essays per assessment period deploys a fine-tuned LLM on dedicated GPU to provide first-pass grading…
3D Print Quality: Layer Inspection AI on GPU
A dental aligner manufacturer 3D-printing 6,000 custom trays daily deploys a layer-by-layer vision inspection model on dedicated GPU, catching print…
Safety Compliance: PPE Detection on GPU
A chemical manufacturing site with 450 workers deploys a real-time PPE detection model on dedicated GPU to monitor 28 camera…
Inventory Vision: Stock Counting on GPU
A building materials distributor with 35,000 pallet positions deploys a drone-mounted vision AI system on dedicated GPU to complete full…
CNC Quality: Surface Finish Analysis on GPU
A precision machining company producing 800 aerospace components daily deploys a GPU-accelerated surface analysis model on microscope imagery, detecting tool…
Packaging Inspection: Label Verification on GPU
A pharmaceutical contract packager handling 120 SKUs across 14 packaging lines deploys OCR and vision AI on dedicated GPU to…
Legal Compliance AI: GPU Server for Regulatory Screening and Risk Assessment
Automate sanctions screening, AML checks, and regulatory risk assessment for law firms and in-house legal teams on dedicated GPU servers…
Language Learning: AI Conversation on GPU
A language school chain with 12,000 enrolled students deploys a self-hosted conversational AI on dedicated GPU, giving learners unlimited speaking…
Accessibility: Lecture Transcription on GPU
A university with 4,200 recorded lectures per term deploys Whisper on dedicated GPU to generate accurate transcriptions and subtitles within…
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 ServersAI Chatbot Hosting
Deploy conversational AI on dedicated GPU servers — low latency, full data privacy.
Explore Chatbot HostingVoice Agent Hosting
Build voice AI pipelines — STT + LLM + TTS on a single dedicated GPU server.
Explore Voice HostingImage Generation Hosting
Run Stable Diffusion, Flux.1, and ComfyUI at scale on dedicated GPU hardware.
Explore Image GenOpen 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.
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