About AI Node Works
We design, build, test and support AI workstations, private AI servers and GPU systems for organisations in Malaysia. We start from what you want to run, not from a parts list, and we explain how we reach every recommendation, including when a smaller system is enough.
What we believe
Workload first
The models, users and data decide the hardware. A recommendation without them is a guess.
Show the reasoning
Every recommendation comes with why, what is still unknown, and what would change it.
Enough is enough
If a smaller system or a cloud service suits you better, we say so.
Build what we support
The team that specifies a system also builds, tests and supports it.
How we work
Tell us the workload
Through the advisor, a short enquiry, or a conversation.
Recommendation and quotation
An indicative configuration with the reasoning, then a quotation.
Configuration check
Compatibility of GPU, chassis, power, cooling and software confirmed before ordering.
Build, burn-in and software
Assembled in-house, tested under sustained load, and the software stack installed.
Handover and optional support
A working system, a configuration record, and support scoped to what you need.
Who we build for
Software and AI teams
Private LLMs, coding agents and document search on hardware they control.
IT and procurement
GPU servers planned around the facility, network and security requirements.
Research groups
Workstations and servers for fine-tuning and experiments.
Creative studios
Workstations for generative video, image and 3D work.
What you will not find on this site
Invented prices or stock
Prices, availability and lead times are confirmed in a quotation.
Unmeasured performance
Specifications are the manufacturers', with sources. Our own figures appear only once measured.
Borrowed credibility
No testimonials or client logos until real customers agree to them.
Implied partnerships
No claim of partnership with or authorisation from NVIDIA, AMD or any other manufacturer. Product names belong to their owners.
Tell us what you want to run
Start with the workload. We will help define the hardware, the software and how it is deployed.