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Frequently asked

Questions about sovereign, verifiable AI.

How Avonsn keeps your data in your control, what code-verified answers mean, and how to get started.

How is Avonsn different from a general AI assistant?
Avonsn is built for organizations that cannot send their data to a third party. We run open-source models inside your environment and return answers grounded in your own sources and verifiable in code — not generated by a public model you cannot inspect.
Where does our data go?
Nowhere you do not control. Avonsn deploys on-premises, in your private cloud, or fully air-gapped. By default there is no external data egress: inference and storage stay inside your estate.
What does a “code-verified query” actually mean?
Instead of answering from free-text generation, Avonsn Grid's agents express each request as a query in code. That query can be checked and traced, so every answer points back to the exact documents, systems, or records it came from.
Which large language models do you use?
Open-source models, configured and tuned for your domain. Because the core is open-source, you can host it, inspect it, and avoid lock-in to any single external API.
Can Avonsn run completely offline or air-gapped?
Yes. Care Sense, Prism Sense, and the Grid can be deployed in isolated, network-restricted environments for the most sensitive clinical, academic, and financial workloads.
How does Avonsn integrate with the systems we already run?
Through a proprietary agentic layer with native connectors to your documents, systems, and databases. The goal is to fit your existing stack rather than replace it.
Which sectors do you focus on?
Healthcare with Care Sense, education and corporate learning with Prism Sense, and financial services — sectors where data sensitivity and verifiability matter most. The Avonsn Grid underpins all of them.
Is patient and student data handled to UK standards?
Avonsn is UK-based and built around UK GDPR and the Data Protection Act 2018. Because deployments keep data in your environment, your organization remains the data controller. See our Privacy Policy for detail.
How do we get access?
Access is currently by invitation as we onboard a limited group of organizations. Request access and our team will get in touch to scope a deployment.
Still have a question? Contact the team
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.