Expire AI Approval When the Evidence Changes, Not When the Screen Closes

1Key Takeaways

• A reviewer approves an AI-generated refund plan after seeing 12 affected orders and a $430 total.
• Before execution, the system refreshes its data: there are now 19 orders and a $760 total.
• The approval button remains green because the interface treats consent as a property of the session, not of the evidence.
• Approval should authorize one versioned action envelope: plan_id : refund-batch-184 plan_revision : 7 evidence_revision : orders-snapshot-31 action : issue_refunds scope : 12 orders….