Validate and launch
Evaluate quality and privacy
Review the data lifecycle and human risks before launch.
Lesson time: 15 minutes
In this lesson
Data minimization
Do not collect or send personal data merely because it is available. Keep only what the task requires and define retention and access.
Usage boundaries
Prevent sensitive automated decisions without suitable review, and do not present the assistant as a human expert or final authority.
Pre-launch checklist
Check consent, permissions, logs, error messages, reporting, and the ability to disable the assistant quickly.
Key takeaways
- ✓Collect minimum data.
- ✓Keep humans in sensitive decisions.
- ✓Provide reporting and shutdown mechanisms.
Practice now
Map your assistant data flow: what enters, where it is processed, what is stored, who can access it, and when it is deleted.