AI Strategy & Architecture
Use-case scoping, model selection, data assessment, and success-metric definition with the customer's leadership and data teams. Delivered as a fixed-scope engagement prior to any hardware specification.
About EMARQUE
On-premises AI infrastructure for Malaysian enterprises.
EMARQUE designs, builds, and supports on-premises AI workstations and servers for organisations in Malaysia and the wider region. Founded in 2016 as a custom-PC house; incorporated as EMARQUE TECHNOLOGIES SDN. BHD. in 2020. Headquartered in Malaysia. AI system integrator and NVIDIA technology specialist.
15+Years of computing experience
10,000+Systems delivered
Multi-PointAssembly & QA
2016Computing brand since
Capabilities
Four service areas across the AI deployment lifecycle.
EMARQUE provides AI strategy, engineering, hardware delivery, and managed operations as discrete services or as a single engagement. Each service is delivered against documented scope, acceptance criteria, and SLA terms.
AI Engineering
Private RAG, agent workflows, vision and voice pipelines, custom model training, and evaluation harnesses. Implementation against customer data, inside customer infrastructure.
Hardware Delivery
EMARQUE-built AI workstations, rackmount servers, and NVIDIA DGX systems. Includes site readiness assessment, network configuration, and standard multi-point QA.
Managed Operations
Production support: monitoring, firmware and driver patching, locally-stocked parts, capacity reviews, and quarterly benchmark reports for performance-drift detection.
The team
Specialists and strategic partners.
Engagements are led by EMARQUE staff in Malaysia and supported by strategic partners and subject matter experts selected for the industry and field of each deployment — finance, public sector, manufacturing, healthcare, and research.
Leadership
Kiri Kaniathran
Leadership
Joey Lim
Supported by a team of engineers and tech specialists in the EMARQUE Lab — solutions architecture, AI/ML engineering, build & QC, and support.
Solutions Architects
Scope deployments end-to-end: data pipeline, model selection, network topology, and acceptance criteria.
AI / ML Engineers
Implement private RAG, fine-tuning, and evaluation against the customer's data using vLLM, TGI, Ollama, and NeMo runtimes.
Build & QC Specialists
Operate the EMARQUE Lab — multi-point QA process on every order before delivery.
Support Engineers
Klang Valley parts depot. Remote diagnostics, locally-stocked parts dispatch, and on-site response under Priority Care plans.
Timeline
How EMARQUE got here.
- 2016EMARQUE founded as a custom-PC house in Malaysia. Name derived from ‘marque’ — a unique or distinct make or model. Hardware experts, ex-esports players, and IT professionals building gaming PCs, workstations, and HPC systems.
- 2018Enterprise workstation programme expanded. Featured globally for performance custom builds; recognised as a representative of the Malaysian PC industry.
- 2020EMARQUE TECHNOLOGIES SDN. BHD. incorporated (SSM 202001018506). Formalised the entity behind enterprise and corporate engagements.
- 2022AI infrastructure practice established. On-premises workstations and inference servers added to the product lineup for enterprise AI deployments.
- 2024Multi-point QA standard formalised across all builds. Documented benchmark report shipped with every system.
- 2025EMARQUE-built workstation and server lineup expanded across personal, workstation, server, and rack-scale tiers. Crossed 10,000 systems delivered over the brand’s history.
- 2026Four-service portfolio operational: AI strategy, engineering, hardware delivery, and managed operations.
Clients
Organisations EMARQUE has supplied.
From the national carrier to global esports operators, EMARQUE has supplied workstations, AI servers, and ongoing support to organisations across Malaysia and the region. Engagements span aviation, gaming, AI/SaaS, software, industrial, and manufacturing.
ESL FACEIT GROUP
Esports / Gaming
Tournament and matchmaking systems.
Malaysia Airlines
Aviation
AI workloads at the national carrier.
Wise AI
AI / SaaS
On-prem inference for production AI products.
ExcelForce MSC Berhad
Software
Enterprise software running locally.
Vestland
Industrial
Predictive analytics on-site.
Unipac
Manufacturing
Computer vision QC pipelines.
02Talk to EMARQUE
Tell us about your workload.
Model size, concurrency, latency budget, deployment site. EMARQUE returns a quote in MYR within one Malaysian business day, sized to the workload — not the salesperson’s quota.
- 01
Key Account Manager
+6012 627 2280 - 02
Request for Quotation
business@emarque.co