An internal summary is different from an automatically sent customer email. Controls should reflect actual potential harm.
ORQENIO PRACTICAL GUIDE
Practical AI governance: control without blocking innovation
Governance does not have to start as a 100-page policy. A pilot often needs only clear roles, data sources, action permissions, approvals and logging.
Reading, analyzing and suggesting are good starting points. Writing and execution can be added later.
Approvals belong at the points where they are actually needed. Too many make automation unusable; too few increase risk.
Audit trails, sources and versions create the foundation for reviewing outcomes and improving systems under control.
RELATED QUESTIONS
Go deeper where needed.
What does Human in the Loop mean?
Human in the Loop means a person reviews, approves or decides at defined points. This is especially important for sensitive data, external messages, financial consequences or high-impact actions.
Open answer →Why is read-only-first useful for AI?
An AI system can initially read, analyze and suggest without changing data. Write access is added only for clearly defined actions. This reduces risk and simplifies testing, governance and adoption.
Open answer →What is an audit trail?
An audit trail records who or which system performed or proposed which action and when. It is important for AI automation because decisions and changes must remain reviewable.
Open answer →What does Least Privilege mean?
Least Privilege means users and systems receive only the permissions required for their task. This limits damage from mistakes, misuse or compromised credentials.
Open answer →What does Privacy by Design mean?
Privacy by Design means considering data minimization, permissions, deletion and purpose limitation during architecture and process design rather than adding privacy later.
Open answer →