Jan 15, 2026 4 min read

NVIDIA® AI Factory by AMAX

From First Deployment to Global AI Scale

NVIDIA® AI Factory by AMAX

The NVIDIA AI Factory by AMAX is a validated, end-to-end infrastructure blueprint for production AI. It standardizes compute, networking, storage, cooling, and management into modular building blocks so deployments can be delivered consistently and scaled predictably across sites and generations. 

Designed for Repeatability and Growth

Standard configurations reduce integration risk and configuration drift, while preserving performance and operational characteristics as environments expand. Capacity can grow in planned waves without redesign, with network, power, and thermal requirements considered up front. 

Compute Architecture for AI Workloads

High-density GPU systems are optimized for multi-GPU and multi-node scaling with balanced CPU and memory. Pre-validated configurations speed deployment and help avoid bottlenecks as workloads move into production. 

High-Performance Network Fabric

Low-latency, high-bandwidth fabrics are designed and tuned for distributed training and inference. Standardized topology and cabling practices help performance scale consistently as clusters grow and replicate. 

Storage Architecture Optimized for AI

High-throughput, low-latency storage tiers support dataset reads, checkpointing, and iterative training. Storage is validated with real AI workloads and scales in step with compute and networking. 

Cooling and Power Readiness

Rack-level designs incorporate air and liquid cooling readiness for current and next-generation density. Early validation of thermal and power plans reduces deployment risk and costly retrofits. 

Management and Control Plane

A centralized control plane standardizes provisioning, configuration, and visibility to simplify operations at scale. This helps maintain validated standards across clusters and sites. 

Built for Mission-Critical AI

The architecture targets environments that require high performance, high availability, and low integration risk—including healthcare, life sciences, semiconductor design, and industrial AI. 


AMAX AI Factory Product Portfolio

AMAX engineering turns NVIDIA reference designs into production-ready AI Factories through end-to-end system validation across GPU/CPU/memory balance, tuned InfiniBand and Ethernet fabrics, AI-optimized storage I/O, and rack-level power plus liquid-ready thermal design. This is supported by documented bills of materials and repeatable build procedures. The result is deterministic performance and day-one operability, with automation for provisioning, monitoring, and lifecycle upgrades, enabling enterprises to scale from a first cluster to multi-site global capacity with consistent configuration control and confidence. 

AceleMax AXG 428AG

AceleMax® AXG-428AG

4U DP AMD EPYC™ 9005 GPU Server with up to 8 PCIe GPUs.

  • NVIDIA MGX™ 4U AI Server, up to 8 x dual-slot GPUs (NVIDIA L40S, H200 NVL, RTX PRO™ 6000 Blackwell Server Edition)
  • 2-Socket AMD EPYC™ 9005 Series processors, up to 5GHz
AceleMax® AXG-224IB

AceleMax® AXG-224IB

2U dual socket Intel® Xeon® 6 6700/6500 series GPU server supporting up to 4 dual-slot PCIe AI GPUs.

  • Supports up to 4 x dual-slot PCIe GPU (H200 NVL, L40S GPU, RTX PRO™ 6000 Blackwell Server Edition)
  • 2-Socket Intel® Xeon® 6 Processors 6700/6500 series solution
AceleMax AXG-828U system

AceleMax® AXG-828U

8U dual socket Intel® Xeon® 6 platform built around NVIDIA HGX B300 for AI training and inference at scale.

  • 8U rackmount with dual Intel® Xeon® 6700E/6700P series
  • NVIDIA HGX B300 with NVSwitch and 2.3 TB total GPU memory
  • 8x OSFP 800 Gbps InfiniBand and advanced system management
AceleMax® AXG-828IB

AceleMax® AXG-828IB

8U dual processor Intel® Xeon® platform with 8x NVIDIA HGX B200 GPUs for high-density AI.

  • 4th/5th Gen Intel® Xeon® Scalable processors
  • HGX B200 8-GPU with NVSwitch
RackScale 32 with NVIDIA HGX B300

AMAX RackScale 32 with NVIDIA™ HGX B300

High-density, rack-scale solution engineered for large-scale enterprise AI workloads

  • Supports up to 32x NVIDIA Blackwell Ultra GPUs
  • Total FP4 Tensor Core 576 PFLOPS
Liquid-Cooled RackScale 64

LiquidMax® RackScale 64

High-Density Liquid-Cooled AI Rack Solution

  • Supports up to 64x NVIDIA® Blackwell GPUs
  • 8x 4U liquid-cooled compute servers with NVIDIA NVLink™ interconnect
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Contact AMAX to explore AI Factory solutions.