Work/EdTech · 2M learners
EdTech · 2M learners · 2024-2025
Time-to-mastery,
cut by 62%.
A K-12 math platform was failing 40% of its learners with a one-size-fits-all curriculum. We built an adaptive AI tutor that calibrates difficulty per learner and explains stuck moments.
05 · The results
Numbers their team verified.
62%
Faster time-to-mastery
Across all grade levels. Largest gains on previously stuck learners.
−28%
30-day churn
Stuck-then-churn cohort cut by more than half. $9M+ retained revenue.
+21pts
Parent NPS
Best predictor of long-term retention.
We've had AI features for two years that nobody used. This is the first thing the team built that learners and parents both notice.
Head of Learning
EdTech · 2M learners
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