Sovereign AI Clouds: Retain full control of data, workloads, and compliance, critical for service providers in regulated industries or national markets.
Mirantis k0rdent + NVIDIA BlueField: Explore our Blueprint for Next-Gen AI Infrastructure | Learn More
AI INFRASTRUCTURE MANAGEMENT

AI application and platform management at scale
INFRASTRUCTURE PRODUCTS
Manage AI, Container & VM workloads at fleet scale
Enterprise container platform
Private cloud platform
SECURE SOFTWARE SUPPLY CHAIN
Industry leading runtime
Enterprise container registry
MANAGEMENT AND DEPLOYMENT
The world’s most popular Kubernetes IDE
Application Delivery and Hosting Platform

AI application and platform management at scale
Enterprise container platform
Enterprise container registry
Industry leading runtime
Private Cloud Platform
REFERENCE ARCHITECTURE:
Power the Next Generation of AI with Industry-Standard AI Factories

Deliver Sovereign, GPU-Powered AI Clouds at Scale
AI Factories are rapidly becoming the industry’s gold standard for delivering modern AI and ML services. These factories are highly automated, secure, and scalable infrastructure platforms purpose-built to support every phase of the AI lifecycle, from model training and fine-tuning to real-time inference and agentic AI. For service providers and innovative enterprises, the ability to offer sovereign, GPU-powered AI clouds is the new competitive edge.
Discover how you can build and operate a next-generation AI Factory. Download our comprehensive reference architecture to get the technical and business insights you need.
The Challenge: Building Bleeding-Edge AI Infrastructure for Sovereignty and Scale
Today’s AI demands are outpacing the capabilities of conventional cloud and data center approaches. The industry is converging on the AI Factory paradigm, where advanced, composable infrastructure enables:
Multi-Tenant Service Delivery: Securely isolate environments for each tenant, ensuring data privacy, high performance, and resource efficiency at scale.
GPU & Accelerator Scarcity: Maximize utilization and flexibly allocate premium hardware for both training and inference.
Hybrid, Edge, and Multi-Cloud Expansion: Deploy across diverse locations and seamlessly manage AI workloads everywhere.
These capabilities represent a shift to fundamentally new architectures that blur the lines between supercomputing and cloud-native paradigms.
Mirantis: Operationalizing the Industry’s AI Factory Blueprint
The Mirantis k0rdent AI Platform
Mirantis provides a field-proven, modular platform to help service providers and enterprises operationalize the industry-standard AI Factory concept. Our solution lets you:
Rapidly deploy sovereign, multi-tenant GPU-powered AI clouds on your preferred hardware, in your country, under your full control
Offer differentiated AI-as-a-Service to your customers, with the flexibility to scale, partition, and monetize infrastructure for both inference and training
Integrate seamlessly with major GPU and accelerator vendors, leveraging open standards, and with your choice of cloud, on-prem, bare metal, or edge environments
What Sets the Mirantis Approach Apart?
Full Sovereignty: Complete control of infrastructure, data, and compliance, with no vendor lock-in or cloud provider dependency.
Composable Architecture: Build and adapt your AI Factory using declarative templates for compute, storage, GPU, and networking layers.
Multi-Tenancy at Scale: Secure isolation of customers and workloads at every layer, including bare metal, VM, Kubernetes, networking, DPU and GPU.
Unified Lifecycle Automation: End-to-end automation of bare metal, virtualized, and cloud-native environments with a single control plane.
Advanced Observability & FinOps: Centralized real-time monitoring, cost tracking, and resource optimization built-in.
Open Ecosystem: NVIDIA, AMD, Intel and Beyond
Mirantis AI Factory is designed for true vendor neutrality and extensibility:
NVIDIA: Full-stack integration with the NVIDIA Enterprise AI Stack, MIG, BlueField DPUs, Infiniband, advanced collective communication offload (SHARPv3), and more.
AMD: Comprehensive support for ROCm, MxGPU, SmartNICs/DPUs, and Ethernet-based AI fabrics.
Intel: Support for Gaudi accelerators, optimized RDMA, advanced packet spraying, and open Ethernet-based scaling.
3rd Party & Open Source: Deep catalog of validated integrations—SLURM, KubeFlow, AIBrix, llm-d, Gcore, ClearML, and more.
The AI Factory Reference Architecture
From startup cloud to hyperscale, the Mirantis blueprint covers:
Application Platform Layer: Accelerate the launch of real AI services—generative AI, computer vision, agentic RAG, and more, with a curated catalog and managed PaaS options.
Platform Layer: Automate bare metal, VM, and Kubernetes clusters across data center, cloud, and edge.
Compute & GPU Layer: Maximize utilization with fractional provisioning, advanced GPU sharing, and support for all major vendors’ latest features.
Storage & Network: High-throughput NVMe-oF, multi-tiered storage, and AI-optimized networking, including RDMA, Infiniband, RoCEv2, SmartNIC/DPUs, and more.
Security & Compliance: Zero trust, hard multi-tenancy, confidential computing, and sovereignty for regulated sectors and cross-border workloads .
Everywhere Inference: AI Services Wherever You Need Them
Ultra-low latency, multi-region, multi-cloud inference
Smart routing to the nearest compliant data center
Scalable to any number of customers, clouds, or edges
Granular monitoring, usage-based billing, and operational transparency
More Than Future-Proof: Ready for What’s Next
Service providers can launch new AI-powered revenue streams, compete with hyperscale clouds, and deliver sovereign services tuned to local markets. Enterprises can own and operate private AI Factories for critical, compliant workloads.
No more waiting months for AI infrastructure. Deploy in days, scale instantly, and adapt to new technologies as they emerge.
Download the Reference Architecture: Your Roadmap to Operationalizing AI Factories
Explore detailed architectures, deployment models, and operational best practices
Learn how to offer differentiated, monetizable AI services on sovereign, secure clouds
Discover how to integrate with NVIDIA, AMD, Intel, and open-source ML ecosystems
Ready to take the next step?
Fill out the form to download the full reference architecture and discover how Mirantis can accelerate your AI Factory journey.
