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— workload-based AI system selection
We evaluate your workload context and map your requirements to optimized hardware configurations. Every recommendation is manually reviewed and validated within 24–48 hours.
What this means for you:
You are guided through a structured decision path instead of selecting hardware directly. All configurations are manually reviewed and validated within 24–48 hours.
Select the path that matches your current stage
Path A: I know my workload
I have specific models or frameworks in mind
You know exactly what you need. We'll validate your requirements against our hardware and provide a tailored configuration proposal.
Path B: I need validation
I'm not sure if local inference fits my budget
You're exploring options. We'll share benchmark data and help you understand what's possible with local AI.
Path C: Complex deployment
I need custom software stack or multi-node
You have advanced requirements. Let's discuss your specific needs and design a complete solution.
*For custom software stacks, multi-node setups, or enterprise deployments.*
All three paths lead to a manually reviewed, validated configuration proposal within 24–48 hours.
What You Get: Workload-Specific Optimization
We don't just ship hardware. We pre-configure the software stack based on your use case.
| Your Workload | Our Configuration | Key Optimizations |
|---|---|---|
| Local LLM Chat (Llama 3, Qwen) | Optimized VRAM allocation, LM Studio pre-installed | 96GB dynamic VRAM, model library pre-loaded |
| RAG Pipeline (Vector DB, knowledge base) | Vector DB optimization, high-speed storage indexing | SSD I/O tuning, embeddings cache optimization |
| AI Agents (Tool-using, coding agents) | Multi-process allocation, background task management | Parallel processing, resource pooling |
| Multimodal (Vision/Audio/Video) | NPU driver tuning, mixed-precision setup | XDNA 2 acceleration, media pipeline optimization |
Four steps to your configured workstation
Submit Requirements
Describe your workload, model size, and use case.
Manual Validation
We evaluate your needs against our hardware specifications.
Pre-configuration
Software stack optimized for your specific workload.
Shipping
Workstation delivered with your custom setup.
Use the recommendation engine
Answer 5 questions about your AI workload. We'll instantly map your needs to the best hardware configuration.
Map your workload to hardware without spending hours researching specifications.