When AI sits outside official systems, schools lose visibility into what was asked, what was shared, and whether answers matched handbook and academic integrity rules.
An AI-ready school stack ties assistants to verified rosters, timetables, and assignment data so tutoring hints and parent messaging stay context-aware and age-appropriate.
Human review queues for sensitive outputs, plagiarism and disclosure workflows, and retention policies for prompts should be designed upfront—not bolted on after an incident.