Use this guide to prepare
- Clarify the audience, risk level and decision stage.
- Identify approved sources and data owners.
- List human review and escalation points.
- Plan training, communications and measurement.
Guide
Plan a safe, age-appropriate AI pilot for classrooms and educators.

Related pathways
Explore the most relevant services, sector pages and resources for your next planning step.
Plan a safe, age-appropriate AI pilot for classrooms and educators.
Engagement pathways
Start with the pathway that fits your organization: executive briefing, Marbles OS pilot, Academy cohort, resource download, or community update.