When to Add
- High-stakes actions — Sending emails, making purchases, deleting data
- Quality gates — Reviewing AI-generated content
- Compliance — Audit trails, approval chains
- Edge cases — Exceptions automation can’t decide
Confirmation Types
Simple approval
Review and edit
Selective approval
Data entry
Example: Content Approval
Step 1 — Generate:Tips
- Provide context — Show what action happens, who’s affected, why approval needed
- Make decisions easy — Clear options, clear consequences
- Keep forms simple — Only ask what’s needed

