Sovereign AI - Quantum Realm Engineering

Your Gateway to Sovereign AI

Most AI tools send your data to the cloud, where it can be stored, monitored, or used to train someone else’s model. Once it leaves your system, it’s no longer yours and yes, it can be used against you.

Private, Self Hosted AI You Can Trust.

Why Teams Choose Sovereign AI

QRE Powerful language models, deployed inside your infrastructure, fully private, fully under your control. Whether hosted in your cloud or air-gapped on-site, Sovereign AI gives you the freedom to move fast, stay compliant and protect what matters.

Complete Privacy

Your data stays in-house

Total Control

You decide how, where, and by whom it’s used.

Customisation

Built around your tools and workflows.

Integrations

Connect to CRMs, ERPs, calendars, and more.

Productivity

Automate tasks. Move faster. Stay compliant.

Built to Plug Into Your Stack

Sovereign AI is a secure, private AI platform that gives your organization full control over where your models run, how they behave and who can access them.

Unlike public AI tools, Sovereign AI keeps your data internal, whether hosted in your own cloud environment or deployed on hardware inside your office. We can help you run advanced language models tailored to your business, without depending on third parties.

CRMs

HubSpot

Salesforce

Pipedrive

Support & Ticketing

Zendesk

Freshdesk

Intercom

Communication

Emails

SMS

Whatsapp

Telegram

Calendars

Google Calendar

Microsoft Outlook

Accounting & Finance

Xero

QuickBooks

MYOB

Docs & Knowledge

Google Docs

Google Drive

Notion

Confluence

Internal Comms

Slack

Microsoft Teams

Google Chat

ERP & Business Ops

Odoo

SAP

Zoho

Don’t Let Your AI Become a Risk

Why Sovereignty Matters:

Your data stays within your infrastructure
You control how AI is accessed, who can use it, and what tools it integrates with
Designed for teams operating under compliance-heavy frameworks in finance, legal, government, and healthcare
No reliance on external providers or public endpoints
AI is under a networking firewall closing it from all in and out traffic or can be even put fully offline under a local-network-only access from your office

Deploy It Your Way

Whether air-gapped on-prem or privately hosted in your cloud, our self-hosted AI keeps you sovereign and secure.

Cloud-Sovereign

We deploy Sovereign AI into a logically isolated container within your cloud environment (AWS, Azure, GCP). This setup is fully private, managed by our team, but owned by you.

On-Prem Sovereign

For teams with zero cloud tolerance, we can deliver and install a physical AI appliance on site. These systems come preloaded with a model, secure admin access, and optional company branding. Works fully offline.

How Will You Use It?

From simple document queries to full-stack workflow automation, Sovereign AI adapts to how your team already works. Choose a secure web interface or let us tailor a custom experience around your tools, teams, and triggers.

We will help scope the right fit during your consultation.

Open Web UI

Most deployments use Open Web UI, hosted securely within your environment. We configure access controls, admin panels, and integrate essential tools via Model Control Protocols (MCPs)

Open Web UI

Most deployments use Open Web UI, hosted securely within your environment. We configure access controls, admin panels, and integrate essential tools via Model Control Protocols (MCPs).

Examples include:

Connecting to HubSpot, Outlook, Gmail, Google Calendar, Odoo, and Xero
Secure access with Microsoft 365 login or internal IDP

Custom Interface

For advanced use cases, we can build a fully custom UI using Streamlit, Langchain, or other frameworks, tailored to internal workflows, departments, or operational tools. This option is suited to organisations with specific internal UX or automation requirements.

Custom Interface

For advanced use cases, we can build a fully custom UI using Streamlit, Langchain, or other frameworks, tailored to internal workflows, departments, or operational tools. This option is suited to organisations with specific internal UX or automation requirements.

Choose How Your Private AI Is Deployed

Every business has different needs, we will deploy your unique and private AI for you. We offer multiple ways to deploy and our delivery types scale in complexity depending on your security environment, integration requirements and internal workflows.

Private AI Chat with Secure Interface

Run a large language model inside your infrastructure, accessed via a secure internal web interface.

Encrypted data, user-level permissions, and admin controls
Can be connected to your identity provider (e.g. Microsoft 365 login, Google Workspace) to log in
Nothing leaves your environment without your permission

AI Chat with System Integrations

We can integrate the model with your business tools for real-time automation and productivity.

Compatible with CRMs, calendars, email systems, ERPs, and more
We configure secure connections between the model and your internal systems
You control what’s accessible, and how workflows operate

Custom AI Agents and Workflow Automation

Advanced users can trigger multi-step actions using natural language or system events.

Create agents that act across your stack from a single command
Useful for things like scheduling, reporting, or customer support
Triggers can include messages, webhooks, scheduled tasks, or internal system events

Custom AI with Internal Knowledge Access (RAG)

Let your AI access and respond using your own internal documentation, systems, or data.

Ideal for teams handling support tickets, compliance responses, or research
The model retrieves information from approved sources to generate contextual answers
For example, you have a large support desk and you want to automate task resolution based on existing support tickets.

Which Private AI Setup Fits You Best?

All deployments are sovereign, isolated, and private by design, but how data flows, how models are updated, and how external tools are accessed may vary depending on the setup.

What We Can Build for You

Every organisation is different — we scope, configure, and deliver your private AI to fit your internal systems, security model, and workflow needs. Whether you’re starting small or going fully offline from day one, we build around you.

Your Private AI Deployment Can Include:

Cloud or On-Prem Setup

Deployed in your private cloud or as an air-gapped appliance inside your office

Secure Admin Panel & Login Integration

Identity provider (IDP) support via Microsoft 365, Okta, or custom SSO

Model Flexibility

Use open models like LLaMA 3, Mistral, DeepSeek, Qwen 3, GPT-OSS, or opt for GPT-4, Gemini

Knowledge Retrieval (RAG)

Query your internal documents securely using retrieval-augmented generation

Workflow Automations

Set up triggers, chatbots, and internal actions that connect across your systems

Offline Ready Hardware

Optional preconfigured appliance with audit-compliant, fully disconnected operation

Want to see what’s possible for your team?

Get Private AI Using Hugging Face Models We Deploy and Support

We support a wide range of open-weight models that can be deployed privately, all tested on Chatbot Arena and SimpleBench. Many have instruction-tuned variants, and all are available via Hugging Face for full transparency and technical validation.

What Does It Cost to Own Your Own Private AI?

Pricing depends on your team’s setup, security needs and compliance requirements. We will guide you through the right setup, whether cloud-based, offline, or hybrid.

Cost is assessed on a case by case basis depending on model type, infrastructure, and deployment preferences Some clients find the offline setup pays for itself in just a few months compared to ongoing cloud usage Book a free, no-obligation consultation to discuss your team’s needs.

What Teams Ask Before Going Private

Why not just use ChatGPT Enterprise or Gemini for Business?

Public tools like ChatGPT and Gemini can be helpful for basic tasks—but they are still cloud-based and outside your control. With your own Sovereign AI deployment, your data never leaves your environment. You retain full control, ensuring better compliance, stronger privacy, and zero exposure to third-party access.

Our IT team is already overwhelmed. How hard is this to manage?

We manage the full setup and deployment process, whether cloud-based or on-premises. No internal AI expertise is required. Once deployed, we also offer optional long-term support and system tuning—so your IT team can stay focused on their core work.

Is this suitable for medium-sized businesses?

Yes. Many of our clients are mid-sized companies in finance, legal, healthcare, and professional services. If you are handling sensitive or regulated data, gaining full control over your AI tools is no longer optional—it is essential.

How is this different from other private cloud solutions?

Most “private cloud” offerings still rely on infrastructure owned and controlled by the provider. With Sovereign AI, the deployment is truly yours—either within your own cloud environment or on physical hardware delivered and installed at your office. No shared systems, no residual access.

We are already using Microsoft Copilot or Google Workspace AI. Why switch?

Those tools are great for general office productivity, but they are not designed for data sovereignty or compliance-heavy industries. Sovereign AI allows you to fine-tune models, integrate with internal systems, and keep everything private—meeting the security standards your team actually needs.

Can Quantum Realm Engineering support us long-term?

Yes. We act as your infrastructure partner, offering support across the full lifecycle: from model selection and hardware deployment to system updates, integrations, and ongoing optimisation. We operate as an extension of your internal team.

What models can I run with Sovereign AI?

We support industry-leading open-weight models like LLaMA 3, Mistral, Falcon, and DeepSeek. In cloud environments, we also support GPT-4 and Gemini. You can bring your own model, use our base setups, or ask us to fine-tune a model on your internal data.

Is the Sovereign AI Appliance plug-and-play?

Yes. The on-prem appliance arrives preloaded with a model, secure admin access, and optional identity provider (IDP) integration. Once installed, it can operate fully offline with no internet connection required.

Can Sovereign AI connect with our internal tools and systems?

Yes. We support integration via Model Control Protocols (MCPs) with tools like HubSpot, Gmail, Xero, Odoo, and Google Calendar. You can also set up custom integrations for CRMs, ERPs, ticketing platforms, and file storage.

How secure is this compared to cloud-hosted AI tools?

Sovereign AI is designed for high-security environments. There are no public endpoints, no shared infrastructure, and no provider-level access. Whether cloud or offline, your setup remains sovereign, isolated, and private.

Is this compliant with data privacy regulations?

Yes. Sovereign AI can be configured to meet Australian data laws, GDPR, HIPAA-style regulations, and internal governance frameworks. It is air-gapped and audit-compliant ready out of the box.

How long does it take to get started?

Cloud deployments are typically operational in a few business days. On-prem appliances take two to four weeks, depending on logistics and internal readiness. We guide you through every step, from design to go-live.

What kind of support is available after setup?

We offer flexible support options tailored to your deployment. This includes technical support, model updates, workflow tuning, and team training. You will have direct access to our engineering team and a dedicated point of contact throughout.