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iWV Sovereign AI Stack
Sovereign AI Infrastructure

Keep your AI models, data & infrastructure private and secure.

Sovereign AI infrastructure combining available GPU hosting, private LLM deployment and fully managed AI environments for businesses that require security, control and data residency.

Available GPU Compute. Reserved exclusively for your workloads.

Your AI applications run on top

AI Compute Infrastructure

Available GPU resources for training, fine-tuning, and inference.

Layer 03

Private AI Cloud

Secure networking, storage, isolated environment.

Layer 02

Managed Operations

Monitored & maintained 24/7 by our Singapore team.

Layer 01
Fully managed all three layers
The Definition

What is Sovereign AI Infrastructure?

Sovereign AI infrastructure is a private AI environment that gives your organisation complete control over its AI workloads, data and models. Unlike public AI services that run on shared infrastructure, sovereign AI keeps sensitive information inside a dedicated environment that helps support stronger privacy, security and compliance.
Why Private AI

Public AI isn't built for sensitive business data

Every AI interaction contains valuable business knowledge, including customer information, financial records, proprietary workflows and internal documents. With public AI, that data may leave your controlled environment. A private AI platform ensures your data, models and business intelligence remain isolated, secure and exclusively yours.

Data Security & Compliance

Data control, privacy and compliance have moved from IT concerns to board-level priorities.

  • Data ownership
  • Privacy
  • Regulatory compliance
  • IP protection

Private infrastructure gives you full control of data, models and workloads.

High Cost of AI Hardware

Owning AI infrastructure means paying for all of this upfront:

  • GPU servers
  • Networking
  • Storage
  • Power & cooling
  • Expertise

iWV delivers all of it as one fully managed service.

Infrastructure Complexity

Building AI takes far more than GPUs.

  • Secure environments
  • Network architecture
  • Monitoring
  • Scaling
  • Support

We manage the infrastructure so your team can build and deploy.

Built For

Organisations building AI applications

AI Startups

Accelerate development and spend your funding on the product, not the infrastructure.

Software & AI Builders

Launch on production-ready infrastructure while keeping your data under your control.

Organisations Exploring AI

Host private LLMs for knowledge management, AI assistants, automation, and business intelligence while keeping your data under your control.

Regulated Industries

Built for strict data residency and compliance requirements.

How It Works

A complete managed AI stack for private, secure deployment

Step 01

Your Data & AI Models

Remain under your control.

Step 02

Available GPU Infrastructure

Immediate GPU access with no shared queues.

Step 03

Private Cloud Environment

Isolated, secure, sovereign.

Step 04

Managed 24/7 Operations

Built, monitored, and managed by iWV.

Available GPU Infrastructure

High-performance compute without hardware investment.

AI Compute
  • Model training
  • Fine-tuning
  • Machine learning
  • Generative AI
  • LLMs

Secure Private AI Environment

A dedicated environment that keeps data secure, private and protected.

Private Cloud
  • Private networking
  • Isolated infrastructure
  • Secure storage
  • Controlled access

Managed Infrastructure Support

Expertise without the cost of an infrastructure team.

Operations
  • Monitoring
  • System management
  • Performance optimisation
  • Technical support

Cost-Effective to Start & Scale

A low entry point today, with room to scale up as you grow.

Cost Efficiency
  • Easy to start
  • Low investment
  • Low entry point
  • Scale as you grow
Data Sovereignty

Private AI with full data control

Your data stays private and under your control. The training data, AI models, and workloads that power your AI remain within your environment.

Training data stays within your environment

Model parameters remain private

No dependency on shared platforms

Infrastructure designed around your security requirements

Your Private Environment — Live View
Model parametersPRIVATE
Training dataIN YOUR ENVIRONMENT
AI workloadsDEDICATED
GPU resourcesRESERVED FOR YOU
Environment accessCUSTOMER-CONTROLLED
The Difference

Private AI infrastructure vs public cloud AI

Public Cloud AIiWV Sovereign AI Stack
InfrastructureShared environmentDedicated private environment
Data controlProvider-controlled policiesCustomer-controlled environment
GPU resourcesShared / usage basedAvailable GPU infrastructure
PricingVariable consumption costPredictable monthly subscription
HardwareCustomer manages procurementiWV manages infrastructure
SupportPlatform supportManaged AI infrastructure support
Fully Managed AI Infrastructure

Everything You Need to Build, Deploy, and Run AI

Provide your requirements and we'll design the right AI environment.

Discuss My AI Workloads
FAQ

Common questions about private AI infrastructure

Do I need to buy any GPUs or servers?
No. iWV provides the GPU compute, servers, networking, storage, and operational support needed to run AI workloads. There's no need to build and maintain your own AI infrastructure.
Who owns the data and the model parameters?
You retain full ownership of your training data, model parameters and AI workloads. Your data stays within a dedicated environment and away from shared public AI platforms.
Can I try private AI before committing?
Yes. iWV offers a trial environment or Proof of Concept (POC) to help you evaluate private AI before full deployment. A small setup and infrastructure fee may apply to cover provisioning, configuration and resources, and the trial runs for up to 2 weeks so your team can test AI workloads, validate use cases and evaluate performance. If you decide to proceed, the trial setup charges are waived or offset against the one-time implementation fees during onboarding.
How much does private AI cost?
The cost depends on your requirements, including the AI models, computing resources, storage, security requirements and workload size. Unlike many public AI platforms that charge based on token consumption, private AI provides greater cost predictability by running AI workloads within a controlled environment. iWV takes a customised approach based on your business needs, helping you avoid unnecessary infrastructure investment while right-sizing the environment for your AI requirements.
Can I run my own AI model?
Yes. The iWV Sovereign AI Stack lets you deploy and run AI models based on your specific business requirements. Unlike some public AI platforms that restrict users to selected models or providers, a private AI environment gives you the flexibility to choose, customise and optimise the models that best fit your use case, security requirements and performance needs.
Is my data safe with private AI?
Yes. Private AI infrastructure is designed to keep your business data, documents, models and intellectual property within a controlled environment. Unlike public AI platforms that operate on shared infrastructure, the iWV Sovereign AI Stack keeps your AI workloads isolated and helps you maintain greater control over data privacy, security and compliance requirements.
Why do businesses need private AI infrastructure?
It solves five challenges: keeping sensitive business data private, supporting compliance, eliminating the need to invest in GPU infrastructure, reducing deployment time, and providing a fully customised AI environment that's ready to fit your business from day one.
How is this different from public cloud AI platforms?
Public AI platforms typically operate on shared infrastructure where data governance, pricing and platform policies are controlled by the provider. Many also rely on token-based pricing, making costs less predictable as AI usage grows. The iWV Sovereign AI Stack delivers a private AI environment with available GPU infrastructure, enabling organisations to deploy AI faster, control costs and run the AI models that best suit their business. Your data, business knowledge and intellectual property remain private and under your control.
Do I need my own AI or infrastructure team?
No. iWV manages the infrastructure and operational layers, including environment setup, monitoring and support. Your team can focus on applying AI to business processes while iWV handles the complexity behind the AI environment.
Can private AI scale as my business grows?
Yes. Private AI environments can be customised and scaled based on your changing requirements, including larger workloads, additional users, new AI applications or increased computing needs. iWV helps businesses adapt their AI infrastructure as adoption grows.
Can this run a private LLM?
Yes. Private LLM hosting lets you build internal AI assistants, automate business processes, analyse information and develop AI applications while keeping control over your data and models.
How long does setup take, and where is the infrastructure located?
A simple deployment can be ready within the same day, while more complex environments typically take 3–7 working days. iWV manages the compute, cloud and operational layers so your organisation can deploy AI faster without managing complex infrastructure. With infrastructure operated from Singapore and over 20 years of managed services experience, we support secure AI deployment while helping organisations meet data residency and compliance requirements.
Start Here

Build and scale AI with private infrastructure

Speak with our specialists about building the right sovereign AI environment for your data, models, and workloads.

Schedule an AI Infrastructure Consultation