Mentora – AI-Powered Personalized Learning Platform
AI-powered personalized learning platform
AI-powered K-12 learning platform — adaptive paths per student from a diagnostic assessment, subject-specific Socratic tutors, rubric-driven essay auto-grading with teacher override, and per-skill heatmaps with intervention alerts. Built in 14 weeks.
One-size-fits-all curriculum bores strong students and overwhelms struggling ones — yet most schools have no scalable alternative. GroveTech built Mentora for a US charter school network to fix that: every student starts with a diagnostic that generates their personalized path, then learns with an AI tutor that never gets tired or impatient. Teachers get time back from grading and a heatmap that flags who needs help before the report card.
Every student gets the lesson they actually need next.
The Problem
- One-size-fits-all lessons: gifted students disengage; struggling ones fall further behind.
- Teachers spending 4–6 hours a week grading essays and quizzes by hand.
- Skill gaps surface only at report-card time — weeks too late to remediate effectively.
- Parents have no real-time visibility into where their child is excelling or stuck.
Our Solution
- Diagnostic assessment auto-generates a personalized learning path on day one.
- Subject-specific AI tutors guide students step-by-step and adapt to confusion signals.
- Rubric-based essay grading with GPT-4 — teachers review and override before release.
- Per-skill heatmaps with intervention alerts for teachers and parents in real time.
Built on a solid, integration-first foundation.
Next.js
Node.js
FastAPIGPT-4
PostgreSQLpgvector
Redis
AWS
Auth0
DockerA look inside the Mentora platform.
4 core workflows — built to run automatically, end to end.
Adaptive Learning Paths
A diagnostic shapes each student's plan; the path adjusts week by week as Mentora sees what they grasp and where they stall.
Subject-specific AI Tutor
A patient tutor that asks Socratic questions, checks each step, and adjusts explanations the moment the student looks confused.
Auto-grading & Feedback
Rubric-driven essay scoring with clear, constructive feedback — teachers review and override anything before grades are released.
Skill Heatmap & Interventions
Per-student, per-skill mastery in one view — teachers spot at-risk topics early and Mentora suggests re-teach blocks automatically.
Numbers from post-launch.
What's coming next on the roadmap.
What our client had to say.
For our teachers, Mentora gave back the four to six hours a week they used to spend grading. For our students, it gave them a tutor that's never tired or impatient. Our struggling readers caught up faster than any of us expected, and our high achievers finally have a path that challenges them. The parent dashboards alone changed our relationship with families.
Sarah Kowalski
Director of Curriculum · [Charter school network under NDA · US]
Have a similar challenge to automate away?
Whether it's onboarding, approvals, document workflows, or any repetitive process living in email threads today — GroveTech ships production-ready MVPs in 10–14 weeks.