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Sovereign AI / Local-First Architecture

Build AI systems that can't be switched off from above.

In June 2026 a single government order pulled a frontier model offline for the entire world in hours. The lesson was never about one model. It was about where your tools live. I help builders put the load-bearing parts on infrastructure they actually own.

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Why this matters now

Centralized means revocable

Cloud AI is borrowed brilliance. It is fast, capable, and it disappears the moment a vendor, a regulator, or an outage decides it should. When a model vanishes for everyone at once, it is because it lived in one place with one hand on the valve.

Sovereignty is not paranoia. It is resilience. The goal is not to abandon frontier models. It is to make sure nothing you cannot afford to lose is structurally dependent on a faucet someone else controls.

I have spent 25 years making technically complex systems actually work, from immersive installations to show control. The same discipline applies here: understand the whole stack, find where the brief meets the physical world, and put the foundation on ground you hold.

The architecture behind this practice is documented in full: The Sovereign AI Stack, a whitepaper on persistent, local-first AI architecture. It is the same design I run daily and the same principles every audit is measured against.


How to work with me

Three ways in

Async-first by design. You get senior judgment without booking a standing meeting.

Free

The playbook

$0

The public writing and breakdowns. Start here, decide if the approach fits how you think before you spend anything.

Engagement

Build partner

Custom

Hands-on technical direction to design and stand up a sovereign, local-first stack. Scoped after intake. For projects where this is load-bearing.


Start here

Tell me what you are building

A few questions so I can give you a real answer instead of a generic one. Honest fit assessment: if I am not the right person, I will tell you.

This opens your email with everything filled in. Just hit send. I review intakes weekly. The async audit is the fastest path to a concrete answer.