Scaling GrowKarma's Adaptive Learning Platform to 240 Schools

One curriculum can't fit every learner.

1. 01A static curriculum left fast learners bored and struggling learners stuck.
2. 02Teachers had no visibility into who needed intervention, and when.
3. 03Content authors were blocked behind engineering for every change.

Adaptive paths with the teacher in the loop.

1. 01Mastery model + spaced-retrieval engine per student.
2. 02Teacher dashboard with intervention queues prioritized by impact.
3. 03Authoring CMS with curriculum versioning and rollback.

Results that landed in the classroom.