govrnThe standard / 02
The standard.
We operationalize the standards the field already trusts. We don’t reinvent them.
We operationalize the standards the field already trusts. We don’t reinvent them.
The US voluntary baseline — Govern, Map, Measure, Manage.
The certifiable AI management system — the anchor for AI-governance certification.
The technical AI threat surface — prompt injection, agentic risk, adversarial.
Where there’s an EU nexus — transparency, oversight, GPAI obligations.
The cybersecurity substrate the AI runs on.
The surface a security-only review structurally misses — eleven control domains, each mapped to one of the authorities above:
Every model, dataset, prompt, and fine-tune — owned and accounted for.
Disparate-impact testing where AI touches consequential decisions.
A human gates the answers that matter.
The rest of the lens — lineage, model drift, autonomy limits, foundation-model risk, disclosure, and AI-specific incident handling.
In check with what’s out there — and kept current as the standards move.