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A reviewer is not a safety feature by default
Placing a person near an automated process does not create meaningful oversight. Reviewers need enough context, time, authority, and a clear action to take.
If every item is escalated, the review queue becomes noise. If only obvious failures are escalated, ambiguous cases may pass without scrutiny. Oversight must be designed around defined conditions.
A complete approval point
- 01System detects a named condition
- 02Execution pauses before the bounded action
- 03Relevant source evidence is assembled
- 04An authorized reviewer is notified
- 05Approve, reject, revise, or escalate choices are explicit
- 06The decision and rationale are recorded
- 07The workflow resumes or closes from a known state
Four layers of oversight
Design
People define permitted work, boundaries, and required review before deployment.
Execution
Specific cases pause for approval, clarification, or exception handling.
Operations
Owners monitor patterns, failures, access, and changes over time.
Governance
The organization reviews whether the system remains appropriate for its purpose.
Keep professional judgment with professionals
Software can collect information, prepare a comparison, and carry an approved action. It should not be presented as replacing clinical, scientific, legal, or regulatory judgment. The boundary should be visible in both the workflow and its records.
Sources
Authoritative references
Rules, standards, and guidance can change. The links below were reviewed on September 21, 2026.