AUTOMATION
Design human review and approval workflows for production AI agents
Implement auditable human-in-the-loop gates for agent actions
Updated: 6/13/2026
Difficulty
medium
Time
3-5h
Use Case
Balance agent autonomy with human oversight in production workflows
Popularity
0 views
About this automation
Design patterns for determining which agent actions execute automatically versus requiring human approval, with full auditability and review trails for compliance and safety.
How to implement
1
Classify agent actions by risk level
2
Define approval requirements per action type
3
Implement human review queue system
4
Set up audit logging for all decisions
5
Create escalation paths for edge cases
6
Monitor approval latency and bottlenecks