Assurance - 7 min read
From AI Policy to Operational Assurance
How organisations can convert AI policy into traceable decisions, controls and assurance reporting.
Assurance by design
Operational assurance is easier when evidence is captured as work happens. Assessments, approvals, exceptions, tests, supplier declarations, incidents and reviews should not be reconstructed after the fact.
Operating rhythm
- Maintain registers and ownership.
- Use consistent assessment workflows.
- Record decisions and conditions.
- Track controls and review dates.
- Report to executives and governance forums.
- Improve the model as lessons emerge.