Karamjit Chana
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Intelligence · Sovereign AI

Sovereign AI.

Intelligence a nation owns — trained in-country, on its own data, with weights it keeps.

The most important technology of the century shouldn’t be something nations rent by the token. I build the capability for a state to own its intelligence outright.

The problem

Frontier AI is controlled by a few companies, trained on data that leaves the country, served from clouds a nation doesn’t control — with a kill-switch it doesn’t hold. For a sovereign, that is dependence at the deepest level.

What I build

The capability to train nationally owned models in-country — on the compute a nation builds, on sovereign data that never leaves its borders, with the weights held by the owner. Foundation and domain models, governed by a human-approval gate on every consequential action.

Inside it

Sovereign models

Large models trained on owner-controlled compute — built to own outright, not rent by the token, with no remote kill-switch.

Domain expertise

Models fluent in central-bank policy, settlement, AML, and low-resource national languages the frontier under-serves.

Data stays home

Training data and weights remain in-nation; every dataset and model version is traceable and revocable.

Governed by design

Models act through sovereign systems with a mandatory human-approval gate on every consequential write.

Owning the intelligence — not a subscription to it — is the difference between a nation that shapes its future and one that licenses it. This is the capstone of the sovereign stack.

PreviousTokenization & settlement

Serious about this? So am I.

Let’s meet.

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