See where every student is stuck — before the test does
One instructor can genuinely support more students without diluting quality, because the engine shows exactly who needs the next hour of attention.
Classroom rollout
Spin up a full batch in minutes with tools built for how coaching centers actually run.
Teacher dashboard
A per-student concept-mastery heatmap across the whole class, updated as students work.
Curriculum alignment
Set the board/syllabus once so the engine never teaches off-syllabus content.
Bulk onboarding
Add an entire class or batch at once — no student-by-student setup.
Try it with zero risk
For your first cohort, we price the pilot low or free — in exchange for classroom usage data and a case study. You get to prove it works with your own students before committing budget.
- One subject, one or two batches, a few weeks.
- We handle onboarding and set up your syllabus alignment.
- You keep the results — a real before/after on weak-topic gaps.
Why institutes choose us
Right five, not random five
Auto-flagged “needs attention” list points 1:1 time where it matters.
Retention you can show
Parents see progress, so they stay enrolled and refer others.
A compounding engine
Every session — yours and every family’s — makes the model smarter.
Your dashboard rides on the same data families generate
There's no separate pipeline. The teacher dashboard is a view layer over the exact mastery data the engine already produces every session. B2C volume makes the B2B product smarter — an advantage a single-sided competitor can't match quickly.
See the teacher viewClass 9-A · Mastery heatmap
3 need attentionGet one wrong on purpose. Watch it change method.
This is the whole idea in miniature: a wrong answer isn't just marked. The tutor finds the gap and tries a different explanation until it lands.
Question
Simplify 3(x + 2)
Pick an answer to see the tutor respond.