Four workloads we deploy regularly in Malaysian enterprises. Each one is scoped, built, and run by EMARQUE on hardware we design and support locally.
Ground LLMs in your documents, code, tickets, and knowledge base. Our engineers design the retrieval, permissions, and evaluation layer. Your team gets a chat they can trust.
Real-time inference for cameras, microphones, and IoT. Pipelines designed and deployed by our engineers. No frames or recordings leave your network.
Run regression, classification, and time-series models on your warehouse data, inside your network. We plug into the data layer your analysts already use.
Bring your own fine-tunes or work with our team to train new ones. We size the rig, prep the data pipeline, train, evaluate, and stand up production inference — all under one engagement.
A quick orientation. For the full decision matrix see workstation vs server vs rack-scale.
| Workload | Solo / edge | Departmental | Org-wide / production | Frontier / rack-scale |
|---|---|---|---|---|
| Private Chat / RAG | DGX Spark | AI PRO 500 | EMARQUE AI Server / DGX B200 | GB300 NVL72 |
| Vision / Voice | DGX Spark (edge) | AI PRO 500 | EMARQUE AI Server | — |
| Analytics / Forecasting | DGX Spark | AI PRO 500 | EMARQUE AI Server | — |
| Fine-tuning (7B–70B) | DGX Station | AI PRO 500 | EMARQUE AI Server / DGX B200 | DGX GB300 |
| Frontier training (>100B) | — | — | DGX B200 / DGX B300 | GB300 NVL72 / DGX GB300 |
Every industry has its own rules — compliance, procurement, budget cycles, latency. We pack the right systems and paperwork for each.
Fine-tune open-weight models, run reproducible evaluations, and iterate on prompts without burning credits or pushing data outside your lab.
Private chat, document intelligence, vision pipelines, and analytics — running 24/7 on hardware you own. Predictable cost, no egress, no per-token surprises.
Air-gappable workstations and servers for universities, research institutes, and government agencies — with the procurement paperwork, GST handling, and warranty terms your finance team needs.
Build, test, and run top LLMs from OpenAI, Meta, DeepSeek, and more.
Tell us about your workload. We reply within one business day with a quote sized to fit.