Models & serving
Run the model and control its version.
- Open-weight models
- Inference endpoints
- Model versioning
SOVEREIGN SYSTEMS & AI
Systems your organization can operate.
Design and integrate the data, identity, applications and infrastructure your organization depends on. Make authority, interfaces and operational ownership explicit.
FROM EXISTING ESTATE TO TARGET ARCHITECTURE
Build around the work. Not around a vendor.
Begin with critical workflows and constraints. Preserve useful systems where appropriate, and document the dependencies of anything introduced.
Target architectureExplore the perimeter
Within this scope
Data foundations
Connect approved repositories and databases, define access and retention, and preserve lineage across transformations.
Within this scope
Identity & interfaces
Integrate enterprise identity, service accounts and APIs with explicit permissions and ownership.
Within this scope
Applications & workflows
Build operational interfaces and controlled automations around the way teams work, including review and exception handling.
Within this scope
Private AI
Introduce model serving and knowledge retrieval where they solve a defined need.
Explore the AI infrastructureREFERENCE ARCHITECTURE
Every layer has an owner.
The AI stack below illustrates one part of a sovereign information system. Its dependencies must connect to the wider identity, data and operational architecture.
YOUR APPROVED ENVIRONMENT
Knowledge & data
Provide the business context it is allowed to use.
- Document stores
- Databases
- Search & retrieval
Identity & control
Decide who and what can access each capability.
- Enterprise identity
- Access policies
- Human approvals
Infrastructure & operations
Keep the environment available and recoverable.
- Compute & storage
- Network boundaries
- Monitoring & recovery
DELIVERY & TRANSFER
Operational readiness is part of delivery.
Acceptance is not only a working interface. Define what the receiving team needs to maintain, recover and evolve the system.
Technical artifacts
Agreed code, infrastructure definitions, interface specifications and architecture decisions.
Validation evidence
Functional and security test records for the agreed scope, including limitations and unresolved risks.
Operating procedures
Monitoring, release, rollback, backup, restoration and incident escalation.
Ownership terms
Explicit licensing, access, repository and maintenance arrangements, including third-party constraints.
See how delivery worksSTART WITH YOUR REQUIREMENTS
Define the next decision.
Discuss your current systems, data boundaries and priorities. Agree the scope before selecting the tools.