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.
Social Media: AI Content on GPU
A social media agency managing 85 brand accounts deploys a self-hosted LLM and image generator on dedicated GPU to produce 3,400 posts monthly, reducing content creation time by 75% while…
Video Highlights: Clip Extraction on GPU
A sports media company processing 400 hours of match footage weekly deploys a vision AI pipeline on dedicated GPU to…
Book Narration: TTS Audiobooks on GPU
An independent publisher producing 120 titles annually deploys a neural TTS model on dedicated GPU to generate audiobook narrations in…
Photo Enhancement: AI Upscaling on GPU
A stock photography agency processing 80,000 legacy images deploys Real-ESRGAN on dedicated GPU to upscale, denoise, and enhance photographs from…
Property Listing: AI Description Generation on GPU
An estate agency group with 42 branches listing 1,800 properties monthly deploys a self-hosted LLM on dedicated GPU to generate…
Subtitle AI: Multi-Language on GPU
A UK documentary distributor localising 200 hours of content annually into 12 languages deploys Whisper and an LLM translation pipeline…
Music AI: Sample Generation on GPU
A production music library needing 500 new tracks monthly deploys a self-hosted music generation model on dedicated GPU to create…
FOI Request: AI Redaction on GPU
A metropolitan council processing 3,200 Freedom of Information requests annually deploys document AI and an LLM on dedicated GPU to…
Benefits Processing: AI Document Verification on GPU
A local authority processing 9,500 housing benefit applications annually deploys document AI on dedicated GPU to extract and verify data…
Contract Analysis AI: Clause Extraction on GPU
A corporate legal team managing 4,000 active supplier contracts needs to identify every change-of-control clause before an upcoming acquisition closes.…
Explore GPU Hosting Solutions
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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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