Build High-Performance PC for AI Training & Generation Singapore

AI PC Build Services at BreakFixNow

Whether you’re training large language models, running Stable Diffusion locally, fine-tuning vision models, or building an AI video generation rig — BreakFixNow designs and assembles high-performance AI workstations tailored to your exact workload and budget. We handle everything from component selection and sourcing to assembly, BIOS tuning, OS installation, CUDA/ROCm driver setup, and benchmarking.

🖥️ AI PC Build Services

• Custom AI Workstation Build — Full build service from parts selection to final assembly. We spec your machine for your target workload: LLM training, image generation, video AI, or multi-task inference.
• GPU Selection & Installation — Expert advice on NVIDIA RTX, RTX PRO, and A-series GPUs for CUDA workloads, or AMD RX 7000-series for ROCm/PyTorch. Multi-GPU (NVLink/PCIe) configurations supported.
• CPU & Platform Selection — AMD Threadripper PRO, Intel Xeon W, or high-core-count consumer platforms (Ryzen 9, Core i9) matched to your I/O and memory bandwidth needs.
• RAM Configuration — ECC and non-ECC DDR5/DDR4 configuration. High-capacity builds (128GB–512GB) for large dataset preprocessing and model fine-tuning.
• Storage & Dataset Drive Setup — NVMe RAID for fast dataset I/O, large HDD arrays for dataset storage, and SSD caching configurations to maximise training throughput.
• Cooling & Power Configuration — Custom AIO or open-loop water cooling for sustained GPU and CPU boost clocks. High-wattage PSU selection and cable management for multi-GPU setups.
• OS & AI Stack Setup — Ubuntu or Windows 11 installation, CUDA toolkit, cuDNN, PyTorch, TensorFlow, Stable Diffusion WebUI (AUTOMATIC1111 / ComfyUI), and Ollama setup included on request.
• Remote Access & Network Setup — SSH, Tailscale, or VPN configuration so you can submit training jobs or access your AI rig remotely from anywhere.

🤖 Common AI Workloads We Build For

• ✅ LLM Training & Fine-Tuning — LoRA, QLoRA, full fine-tune of Llama, Mistral, Phi, Gemma models using Unsloth, Axolotl, or HuggingFace Transformers
• ✅ Local LLM Inference — Run Ollama, LM Studio, or llama.cpp with 24GB–80GB+ VRAM configurations for full-precision or quantised models
• ✅ Stable Diffusion & Image Generation — AUTOMATIC1111, ComfyUI, Forge — fast generation with high VRAM GPUs and NVMe scratch storage
• ✅ AI Video Generation — Wan2.1, CogVideoX, Mochi, HunyuanVideo — high VRAM multi-GPU builds for video diffusion workloads
• ✅ Computer Vision & Object Detection — YOLO, SAM2, DINO — fast inference and training on GPU-accelerated PyTorch stacks
• ✅ Data Science & ML Research — Jupyter, pandas, scikit-learn, XGBoost workloads requiring high-RAM CPU builds with fast NVMe storage
• ✅ Multi-Agent AI Systems — High-CPU-core builds for running multiple local AI agents or serving multiple users on a local inference server

GPU Recommendations by Use Case

*Component availability subject to market supply. We advise on best available options at time of build.

Sample AI PC Build Configurations

*Prices are indicative and subject to component costs at time of build. Free consultation and quotation provided.

Our Build Process

1. Free Consultation — We discuss your AI workloads, target models, budget, and any future upgrade plans to spec the right build.
2. Component Selection & Quotation — We provide a detailed parts list with pricing, alternatives, and justification for each component choice.
3. Sourcing & Procurement — We source components from trusted suppliers. You can supply your own parts or have us procure everything.
4. Assembly & Cable Management — Professional assembly with full cable management, thermal paste application, and system seating checks.
5. BIOS Configuration & Stress Testing — BIOS tuning for memory XMP/EXPO, PCIe Gen 4/5 confirmation, power limits, and full stress test (Prime95, OCCT, 3DMark) before OS install.
6. OS & AI Stack Installation — Ubuntu or Windows 11, CUDA toolkit, drivers, and any AI frameworks or tools you need pre-installed and verified working.
7. Handover & Documentation — Full walkthrough of your new system, build documentation, and configuration notes provided on handover.

Why Choose BreakFixNow for Your AI PC Build?

• ✅ AI Workload Expertise — We understand VRAM requirements, PCIe bandwidth, NVLink, and the software stack — not just generic PC assembly.
• ✅ Unbiased Component Advice — We recommend what’s right for your workload, not what has the highest margin. NVIDIA and AMD options both considered.
• ✅ Full-Stack Setup — OS, CUDA, drivers, and AI frameworks all installed and tested before handover.
• ✅ Post-Build Support — We’re available after handover to help with software issues, driver updates, or model setup questions.
• ✅ 90-Day Warranty — All hardware work and installations covered by a 90-day warranty.
• ✅ Future-Proof Builds — We design with upgradeability in mind — extra PCIe slots, sufficient PSU headroom, and compatible platform choices.

Other Services:
Laptop Repair | NAS & Workstation Repair | Motherboard Repair | SSD Upgrade | Screen Repair