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Control & reliability
PlannedHuman-in-the-Loop Automation
Let AI prepare the action. Keep consequential decisions with a human.
01 / THE PROBLEM
Why this matters.
Automation can create avoidable risk when proposed refunds, account changes, or sensitive updates execute without appropriate oversight.
02 / THE DIRECTION
The proposed solution.
Evaluate action risk, execute only permitted low-risk work, and route higher-risk proposals through an explicit approval or rejection checkpoint with an audit trail.
03 / ARCHITECTURE
How the pieces connect.
Conceptual flow — proposed architecture
- 01Business trigger
- 02Proposed action
- 03Risk evaluation
- 04Human approval
- 05Execution
- 06Audit trail
04 / ENGINEERING DECISIONS
Designed with intent.
- Bind approval to the specific proposed action.
- Make rejection a first-class outcome.
- Keep risk rules and permissions deterministic.
05 / EVALUATION APPROACH
What needs to hold true.
- Verify rejected actions never execute.
- Test missing or expired approval.
- Check that changes to an action require renewed approval.