AI governance and sovereignty audit
Questions to answer before you choose a platform.
Use these research notes to test readiness, accountability, data control and the operating model behind a proposed AI system.
A sound platform decision connects the use case to evidence about the workflow, data, people, controls, jurisdiction and exit.
AI governance for public institutions: a practical operating model
Adoption is only the beginning. A production system also needs clear ownership, human oversight, change control and evidence that an auditor can follow.
AI readiness assessment: what to check before you build
A practical framework for testing the operational, data, technology, governance and people conditions behind an AI initiative.
Data residency and jurisdiction: what a cloud region actually solves
A cloud region describes where infrastructure runs. It does not answer every question about legal control, operator access, keys, support or exit.