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Make sense of sovereign, verifiable AI.

A starting point for understanding how Avonsn works — what code-verified answers mean, why private deployment matters, and how the platform fits regulated, data-sensitive sectors.

Key concepts

The vocabulary of sovereign AI

A few terms that come up throughout the site, in plain language.

Code-verified query

Instead of answering from free-text generation, Avonsn compiles a request into a query in code that can be checked and traced back to its sources.

Sovereign deployment

Running the platform inside infrastructure you control — on-premises, in your private cloud, or air-gapped — so data stays under your authority.

Air-gapped

An environment with no external network connection, used for the most sensitive workloads. Avonsn can run fully offline in these settings.

Open-source core

The large language models at the centre of Avonsn are open-source, so you can host, inspect, and tune them without depending on a single external API.

Grounding

Tying an answer to specific source records so it can be cited and verified, rather than taken on faith.

Invitation only

Access is limited by design.

We are onboarding a select group of organizations across healthcare, education, and financial services. Request access to scope a private deployment with our team.