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8. Success Metrics (What to Track)

| Metric | Target (first 3 months) | |--------|--------------------------| | Adoption | ≥ 70 % of teachers in pilot schools create at least one Quad‑Collab assignment. | | Quota Utilization | 85 % of the 1 640 min free pool consumed (shows value without over‑run). | | Skill Balance | ≥ 90 % of students spend at least 20 % of total time in each role. | | Student Satisfaction (NPS) | > +30. | | Teacher Time Saved | ≤ 5 min per student for video editing (thanks to AI‑auto‑cut). | | Retention | 80 % of participating classes renew for the next term. |