For Institutions & Universities

Scale your academy with Lumi's Diagnostic Engine.

Integrate our predictive machine learning models directly into your curriculum. Get bulk cohort management, organizational analytics, and identify dropout risks before they happen.

Retention Management

Stop dropouts before they happen.

Our predictive models analyze engagement snapshots, study frequency, and cognitive mastery trajectories to flag students at high risk of churning within the next 7 days, allowing your counselors to intervene proactively.

STUDENT RISK RADAR
Rahul M.
Engagement Collapsed (0.5 days/wk)
HIGH RISK (55%)
Priya S.
Stagnating on Hard Concepts
MEDIUM RISK (25%)

Dynamic Batching

Group students by cognitive need, not just scores.

Move away from static classrooms. Lumi clusters students based on their specific multi-dimensional behavioral patterns, allowing your faculty to teach highly targeted remedial sessions where every student shares the exact same blind spots.

C1
Thermodynamics Cohort A
45 students struggling with P-V Graphs
C2
Mechanics Fast-Track
120 students ready for advanced integration

Bring world-class ML to your campus.

Whether through our white-labeled student apps or our direct backend APIs, we provide the infrastructure so your faculty can focus on teaching.

Talk to our Enterprise Team