Sovereign AI is about control, not just location.
Where data is processed, how it is handled and what is retained all need to be clear. For many organisations, especially in government and regulated environments, that is the difference between experimentation and production.
Doghouse delivers sovereign AI as a managed platform. The models can change, but the system around them stays consistent. Access, audit, data handling and behaviour are controlled from the start.
No data is used to train external models. All activity is logged and traceable. The system can be reviewed, rolled back and improved over time.
What we deploy.
Commercial model integrations.
Access to leading models where they fit, with control wrapped around them.
Self-hosted models.
Full control deployments where external services are not appropriate.
Retrieval systems.
AI grounded in your content, not generic model outputs.
Access and control.
Permissions and behaviour aligned to your organisation.
Evaluation and testing.
Systems tested before and after deployment to ensure they behave as expected.
Civio Assist.
Civio Assist is our production-ready entry point for sovereign AI. It provides AI-assisted services integrated with your content and knowledge base, running on the Doghouse managed platform.
Already in use with government clients. It includes governance, audit and control patterns from day one.
A faster path to production than building from scratch.
How we deliver sovereign AI.
Understand.
Map the data, users and constraints. What matters, who needs access and what cannot change.
Design.
Define the model approach, control structure and integration points.
Deploy.
Stand up the platform with access, audit and data handling in place.
Validate.
Test behaviour, outputs and edge cases before going live.
Operate.
Run the system over time with monitoring, updates and review.
What it looks like in practice.
Models run on infrastructure you control.
Retrieval is limited to your approved content.
Access is tied to your identity systems.
All activity is logged and traceable.
Systems are monitored and updated continuously.
Rollback and control exist at every layer.
Documentation is available from day one.
Frequently asked.
Talk to us about sovereign AI.
Bring us your use case and constraints. We will show you what sovereign AI looks like in practice and how to approach it properly.