// Teacher confidence
Self-reported comfort.
Pre- and post-engagement surveys of staff comfort with AI in their role and subject area.
// Adoption rate
Active use across staff.
Percent of staff actively using AI in lesson prep, feedback, or instruction — not just aware of it.
// Time recovered
Hours returned.
Teacher hours per week returned through AI-assisted planning, grading, and communication workflows.
// Student engagement
Classroom signals.
Observed and reported changes in student engagement, agency, and question-asking in AI-enabled lessons.
// Policy readiness
Defensible artifacts.
AUPs, ethics guidance, and governance documents completed and board-approved.
// Leadership capacity
Running it without us.
Building and district leaders able to sustain the work internally once our engagement ends.