Full-Stack AI Infrastructure

Full-Stack AI Infrastructure

From single GPU instances to large-scale bare-metal clusters — three service tiers to meet every AI infrastructure need. Available configurations and terms are provided on request.

Full-Stack AI Infrastructure

Service Delivery Flow

01

Discovery

We carefully assess your AI workloads, requirements, and budget.

02

Proposal & Design

We design the optimal service tier and infrastructure configuration with a detailed proposal.

03

Deployment

After approval, our specialist team deploys and builds quickly and reliably.

04

Operations & Improvement

We continuously monitor and improve your AI infrastructure after go-live.

Public Cloud
01 / Public Cloud

Public Cloud

Developer-friendly on-demand compute. Launch Jupyter Notebook and ML environments quickly with a flexible pay-as-you-go model — from small-scale experiments to full production workloads.

  • Fast Environment Launch — Spin up Jupyter Notebook and ML environments quickly. Start developing immediately.
  • Pay-as-You-Go — Flexible pricing — pay only for what you use. Start with low upfront cost.
  • Wide GPU Lineup — Latest GPUs including NVIDIA H100, A100, and L40S available from a single instance.
  • Developer Friendly — Manage resources via REST API, CLI, and web console. Integrates into DevOps workflows.
Discuss Public Cloud
Private AI Cluster

800G

InfiniBand

5,000

Max GPU

専有

Bare-Metal

* 800G InfiniBand and up to 5,000 GPUs delivered via partner infrastructure. Configuration and terms provided on request.

02 / Private AI Cluster

Private AI Cluster

Bare-metal clusters for Tier-1 clients. High-speed network fabric enables large-scale GPU cluster configurations in a fully dedicated environment. Available configurations and terms are provided on request.

High-Speed Network Fabric

Ultra-low latency, high-bandwidth network optimizes communication between GPU nodes.

Large-Scale GPU Cluster

We propose GPU cluster configurations suited to large-scale LLM training and simulation workloads.

Dedicated Bare-Metal

Fully dedicated environment with no shared resources. Ensures security and stability.

Custom Configuration

Customize network topology, storage, and cooling systems to your exact requirements.

Discuss Private Cluster
Managed AI Factory

Infrastructure Overview

High-Speed

Network

InfiniBand-capable

Large-Scale

GPU Scale

Bare-Metal

Fast

Launch Time

Cloud Env.

High

Availability

Terms on request

03 / Managed AI Factory

Managed AI Factory

Fully managed operations service. bloomax builds and operates the environment — including high-speed networking, NVMe tiered storage, and Slurm orchestration — so you can focus entirely on AI workloads.

  • Slurm Orchestration — Industry-standard Slurm job scheduler efficiently manages large-scale HPC workloads.
  • NVMe Tiered Storage — Tiered storage combining high-speed NVMe SSDs and high-capacity HDDs optimizes I/O performance.
  • High-Speed Network — High-bandwidth network optimizes inter-node communication and improves training efficiency.
  • Fully Managed Operations — We handle all monitoring, incident response, and maintenance — you focus on AI development.
Discuss Managed AI Factory
Service Comparison

Compare the Three Service Tiers

Public Cloud GPU

Intended Use

Development, validation, small-scale start

Environment Type

On-demand (pay-as-you-go)

Build & Operations Responsibility

Customer manages independently

Key Items to Confirm at Consultation

GPU type, usage volume, duration

Private AI Cluster

Intended Use

Large-scale LLM training and inference

Environment Type

Dedicated (bare-metal)

Build & Operations Responsibility

bloomax supports build (operations model discussed at consultation)

Key Items to Confirm at Consultation

GPU count, network requirements, security requirements

Managed AI Factory

Intended Use

Sustained AI workload operations

Environment Type

Fully managed (details on request)

Build & Operations Responsibility

bloomax handles both build and operations

Key Items to Confirm at Consultation

Workload details, SLA requirements, operations structure

Configurations, pricing, and scope for each service are provided on request. The table below is based on currently published information.

Let's Talk About Your Needs

We handle all AI infrastructure inquiries. First consultation is free.