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A Note to Self Is Not a Control

the sovereign data vault · 2026-09-11

Even the strongest models do not reliably follow their own skills and memory files, and they will tell you so. Trust has to live in the process around the model, not in a promise the model makes to itself.

Why Not Just a Database and an Observability Suite?

the sovereign data vault · 2026-09-08

What a Fortune 500 buyer actually procures when they buy a data-driven service, and why the work between the components is the product.

Defensible by Design: Automating FOI Assembly Without Surrendering Sovereignty

Government / FOI · 2026-06-28

As Ontario revisits its access-to-information framework, public bodies can accelerate disclosure while keeping accountability where it belongs — with people.