Research

Sovereign AI

Organisations in sensitive environments need AI they can fully inspect, control and trust.

Today, most AI depends on layers of third-party code and infrastructure that no single organisation can audit end to end. For many uses, that is an acceptable trade. For government, defence, critical infrastructure and regulated industries, it often is not.

We are researching a different path: an AI engine built from the ground up, with no runtime dependency on code outside our control.

What we are working towards:

• Auditable end to end. Every component understood and open to inspection, from input to output.
• Specialist by design. Trained in depth on a defined subject, using carefully curated, high-quality data.
• Runs where you decide. The first prototype runs fully offline, with private and sovereign cloud deployment to follow as options.
• Guardrails built in. Designed in from the start, not added afterwards.
• Built to scale. Designed from the outset to grow, from specialist models towards a sovereign foundation model for the UK and Europe.

Sovereignty is not only about where data is stored. It is about knowing exactly what runs, how it was built and who controls it. For organisations that carry national, legal or commercial responsibility, that certainty is a requirement, not a preference.

This work is at an early research stage, and many design choices are still open. We share details under NDA with research partners, pilot organisations and funders.