Volume 6 · Issue 3 · 2026
The useful question is not whether a family office uses AI, but which actions its systems may perform without a second person. A proposed authority ladder connects evidence, permission, monitoring and rollback to the consequences of each task.
A note to the reader
This inaugural issue contains an original AI-assisted editorial analysis and a passage-search agent. It proposes a practical framework, not a new empirical study or a peer-reviewed finding. The cited sources, evidence limits and responsibilities are explicit. Publication does not imply Opal Group or source-author endorsement.
Contents
1–1 of 1 article
AI agents, oversight and operational accountability · Original editorial analysis
Journal Opal · Editorial research desk
Journal Opal · 2026-11-06 · CC BY 4.0
The useful question is not whether a family office uses AI, but which actions its systems may perform without a second person. A proposed authority ladder connects evidence, permission, monitoring and rollback to the consequences of each task.