What question did this study set out to answer?

The aim is to outline a staged procedure for deploying sovereign AI to enhance security and control.

July 14, 2026Open Access

How to deploy sovereign AI: an implementation sequence from pilot to air-gapped production

MIMicky IronsMaryland Institute College of Art

Key Points

The aim is to outline a staged procedure for deploying sovereign AI to enhance security and control.
Define a zero-egress perimeter to restrict data flow.
Bring model weights in-house for local inference.
Sequentially implement control measures through isolation tiers.
Each implementation stage returns a specific control to enhance security.
Deployment culminates in a fully air-gapped production environment.
The process includes the integrity check via a signed audit ledger.

Abstract

Deploy sovereign AI as a staged sequence: define a zero-egress perimeter, bring the model weights in-house, run inference locally, gate the update channel, seal a signed audit ledger, then move through isolation tiers to fully air-gapped production. Each stage returns one control.Originally published at https://mickai.co.uk/articles/how-to-deploy-sovereign-ai. Mickai is a Sovereign Intelligence Operating System; the Open Audit Record signs every artificial intelligence action before it executes, post-quantum and offline-verifiable. 104 filed UK patent applications, Mickai LTD (Companies House 17166618).

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