AI Workstations

Dedicated Compute Power for Model Development and Experimentation

From model training and fine-tuning to simulation and data preprocessing, AI teams require high-performance systems designed specifically for compute-intensive workloads.

DiGiCOR designs AI workstations engineered for GPU acceleration, memory bandwidth, and sustained performance, enabling faster experimentation and development cycles.

Design an AI Workstation

Built for AI Development Workflows

Accelerating the Entire Pipeline

AI development involves more than model training.

Our workstation designs support:

Data preprocessing and augmentation

Model experimentation

Fine-tuning and transfer learning

Local inference testing

Simulation and research workloads

Dedicated AI workstations allow teams to iterate quickly without competing for shared cluster resources.

GPU_CLUSTER_01

GPU 0

87%

GPU 1

92%

Memory

64%

GPU Capacity

256GB

VRAM

10x

Faster Iteration

Optimised for Scale

GPU-Optimised Configurations

Right-Sized Acceleration

We design workstation platforms with:

Single or multi-GPU configurations
High-memory accelerator options
Balanced PCIe lane distribution
Optimised airflow for sustained GPU loads

System architecture is tailored to workload type. Whether focused on: computer vision, natural language processing, generative AI, scientific computing, or engineering simulation.

Multi-GPU Support

Scale from 1 to 8 GPUs

Memory Bandwidth

Up to 768 GB/s throughput

Thermal Design

Active cooling for 24/7 workloads

The goal is sustained, real-world performance, not just peak specifications.

Data Pipeline Optimization

Memory & Storage Architecture

AI development frequently requires:

Large RAM Capacity

For preprocessing large datasets

High-Bandwidth Channels

Minimise memory latency

NVMe Scratch Storage

High-speed temporary data

Tiered Storage

Strategies for dataset management

Zero bottlenecks. We architect systems to minimise constraints across the full data pipeline.

Versatile Solutions

When to Choose an AI Workstation

Purpose-built for teams and organisations

Data Science Teams

Rapid iteration on models and experiments

University Research Labs

Flexibility for varied research workloads

AI Startups

Scalable from prototype to production

Engineering Departments

Simulation and analysis acceleration

Media & Creative AI

Video, image, and content generation

Pre-Cluster Prototyping

Validate before scaling to cloud clusters

Isolated, predictable performance in controlled environments, without the complexity of cluster management or shared resource contention.

Enterprise Grade

Reliability & Serviceability

AI workstations must operate under sustained high utilisation. Development downtime slows innovation. Stability matters.

Thermal Stability

Engineered cooling for 24/7 operation

Power Delivery

High-quality PSU and regulation

Upgrade Flexibility

Modular design for future expansion

Component Longevity

Premium components rated for high load

GPU Comparison

Workstation • Consumer Desktop • Integrated

A unified comparison across professional workstation GPUs, high‑end consumer GPUs, and modern integrated GPUs used in portable AI‑capable devices.

GPU Family	Peak Compute	Memory	Architecture	Ideal Use Case
Professional Workstation GPUs
NVIDIA RTX PRO 6000 Blackwell	~125 TFLOPS FP32 5th-gen Tensor	96 GB GDDR7 512-bit, very high BW	Blackwell Latest Gen	Ultra-high-end AI development, complex simulation, large-scale rendering
NVIDIA RTX 6000 Ada	~91 TFLOPS FP32 4th-gen Tensor	48 GB GDDR6 ECC ~960 GB/s BW	Ada Lovelace 3rd-gen RT	Certified CAD/DCC, rendering, simulation, and AI workstation tasks
NVIDIA RTX A6000 Ampere	~38 TFLOPS FP32 3rd-gen Tensor	48 GB GDDR6 ECC ~768 GB/s BW	Ampere Proven Gen	Proven pro visualization and AI prototyping; excellent FP32 + Tensor balance
AMD Radeon Pro W7900	~61 TFLOPS FP32 RDNA 3	48 GB GDDR6 ~864 GB/s BW	RDNA 3 2nd-gen Ray Accel	Large 3D scenes, heavy visualization, FP32 compute-oriented workloads
Consumer Desktop GPUs
NVIDIA GeForce RTX 5090	100+ TFLOPS FP32 Blackwell Consumer	32 GB GDDR7 Very high BW	Blackwell Consumer Arch	High-end content creation, real-time 3D, heavy generative AI workloads
Integrated GPUs (Mobile / Thin & Light)
Apple M4 iGPU	Efficiency-oriented Varies by cores	Unified LPDDR5X CPU/GPU/NPU shared	Apple Silicon Unified Arch	Portable media creation and on-device ML with long battery life
Intel Lunar Lake Xe2 iGPU	Mid-range compute RT + XMX AI Accel	On-package LPDDR5X Unified Memory	Xe2 Modern Integrated	Thin-and-light Windows systems with balanced AI and graphics
Snapdragon X Elite (Adreno X1)	~3.8–4.6 TFLOPS FP32 Strong NPU	Unified LPDDR5X On-device	Adreno X1 ARM-based GPU	Battery-efficient Windows on Arm laptops with strong AI acceleration

Workstation GPUs

Certified, ECC-enabled memory and pro drivers for guaranteed performance and reliability in production workflows.

Consumer Desktop

High raw performance and memory capacity at competitive pricing; ideal for creative professionals and AI developers on budgets.

Integrated GPUs

Power-efficient, perfect for on-device inference and portable ML workloads with battery longevity.

Asus

ASUS Ascent GX10 | Ultra‑Small Desktop AI Supercomputer

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Form Factor: Box PC
CPU Sockets: Single
Platform: ARM
Memory Generation: DDR5
No. of Onboard Network Ports: 1
Max Network Throughput (Gb/s): 10Gb/s
Total Power (W): 240

From

NZ$7,317.45 RRP Ex GST

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Asus

ASUS ExpertCenter Pro ET900N G3 - Deskside AI Supercomputer for Enterprise Innovation

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Form Factor: Tower
CPU Sockets: Single
Platform: ARM
Maximum RAM Capacity (GB): 784
Memory Generation: DDR5
Max Number of Drives: 4
No. of Onboard Network Ports: 1
Max Network Throughput (Gb/s): 800Gb/s
Total Power (W): 1800

NZ$0.00 RRP Ex GST

Asus

Clustered dual 1TB GX10 with 36 months onsite

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CPU Sockets: Single
Platform: ARM
Maximum RAM Capacity (GB): 128
Memory Generation: DDR5
Max Network Throughput (Gb/s): 400Gb/s
Total Power (W): 240

From NZ$194.35 RRP Ex GST

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DiGiCOR

Intel i7/i9 Rackmount Workstation 14th Gen | High-Performance 4U System

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Form Factor: 4U
CPU Sockets: Single
Platform: 15/14/13/12th Gen Intel Core i Processors
DIMM Slots: 4
Memory Generation: DDR5
Max Number of Drives: 8
No. of Onboard Network Ports: 1
Max Network Throughput (Gb/s): 2.5Gb/s, WiFi 6E
Total Power (W): 1000

NZ$4,091.50 RRP Ex GST

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DiGiCOR

DiGiCOR WRX90-WS-RACK | High-Performance Rackmount Workstation for Enterprise Workloads

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Form Factor: 4U
CPU Sockets: Single
Platform: AMD Ryzen Threadripper Series processors
DIMM Slots: 8
Memory Generation: DDR5
Max Number of Drives: 8
No. of Onboard Network Ports: 2
Max Network Throughput (Gb/s): 10Gb/s
Total Power (W): 2200

NZ$16,210.61 RRP Ex GST

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Supermicro

A+ Workstation AS -531AW-TC

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Form Factor: Mid-Tower
CPU Sockets: Single
Platform: AMD Ryzen Threadripper Series processors
DIMM Slots: 4
Memory Generation: DDR5
Max Number of Drives: 4
No. of Onboard Network Ports: 2
Max Network Throughput (Gb/s): 10Gb/s
Total Power (W): 2000

NZ$38,360.48 RRP Ex GST

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Supermicro

SuperWorkstation SYS-751A-I

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Form Factor: 5U, Tower
CPU Sockets: Dual
Platform: Intel 4th/5th Generation Xeon Scalable Processors
DIMM Slots: 16
Memory Generation: DDR5
Max Number of Drives: 4
No. of Onboard Network Ports: 2
Max Network Throughput (Gb/s): 10Gb/s
Total Power (W): 2000

NZ$15,921.61 RRP Ex GST

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DiGiCOR

INTEL-WS: The Ultimate Workstation for Power and Precision

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Form Factor: ATX
CPU Sockets: Single
Platform: 15/14/13/12th Gen Intel Core i Processors
DIMM Slots: 4
Memory Generation: DDR5
Max Number of Drives: 4
No. of Onboard Network Ports: 1
Max Network Throughput (Gb/s): 2.5Gb/s, WiFi 6
Total Power (W): 1200

NZ$3,391.00 RRP Ex GST

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DiGiCOR

TRX50-WS: Unleash Your Creative Potential

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Form Factor: ATX
CPU Sockets: Single
Platform: AMD Ryzen Threadripper Series processors
DIMM Slots: 4
Memory Generation: DDR5
Max Number of Drives: 4
No. of Onboard Network Ports: 3
Max Network Throughput (Gb/s): 2.5Gb/s, 10Gb/s, WiFi 7
Total Power (W): 1000

NZ$29,637.64 RRP Ex GST

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Build a Workstation Engineered for AI Innovation

Whether you're training models locally, fine-tuning generative AI, or running complex simulations, we design AI workstations built for sustained performance and scalability.

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AI Workstations

Built for AI Development Workflows

GPU-Optimised Configurations

Memory & Storage Architecture

When to Choose an AI Workstation

Data Science Teams

University Research Labs

AI Startups

Engineering Departments

Media & Creative AI

Pre-Cluster Prototyping

Reliability & Serviceability

GPU Comparison

Workstation GPUs

Consumer Desktop

Integrated GPUs

Build a Workstation Engineered for AI Innovation

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