Five questions to test whether an AI stack is truly under your control
Control is one of the easiest words in enterprise AI to misuse.
A business may download a model, run it in its own cloud and negotiate favorable terms, and yet still remain dependent at the points that matter.
Access can create useful freedom. It does not, by itself, prove operating control.
Founder, and CEO/CTO of NEUVIOR.
I have learned to treat sovereignty as an operating discipline, not a nationality badge.
If an organization cannot prove what it is running, who can change it, what it depends on and how it can be retired, its control is largely assumed.
These five questions turn an ambiguous claim into a practical test for procurement, security and leadership teams.
1. Can you prove exactly what you are running?
A model name and version number on an architecturediagram are not provenance. Teams need a traceable origin, an artefact identifier, a cryptographic hash or signature,...
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