Cognitive Science + Generative AI

Every mind learns differently. Limud teaches that way.

The AI rewrites every chapter for every student in the format that fits how they actually learn. Same facts. Same assignments. The doorway in is theirs. Built for districts, families, and individual learners — same engine, every tier.

Districts · families · individuals FERPA & COPPA compliant Set up in 5 minutes
limud.co/student/dashboard

Welcome back!

Hey, Sylvester! Auditory Learner

92%

Avg

12

Done

📝

Assignments

🤖

AI Tutor

🎯

Focus Mode

📊

Analytics

The Core Engine

A Shared State Architecture where teacher actions instantly reflect in the student's tailored UI, the parent's reporting, and the admin's analytics.

The Brain

Google Gemini 2.5 Flash powers Socratic tutoring, auto-grading, and assignment adaptation.

The Science

SM-2 spaced repetition, adaptive difficulty targeting, and a proprietary "Learning DNA" profiler.

The Security

Enterprise-grade AES-256-GCM encryption. Strict FERPA, COPPA, and WCAG AA compliance.

The Four Pillars

Four interconnected user flows that create a self-reinforcing loop of personalized learning.

Pillar 1: The Student Experience

Meet Sylvester — Neurodiversity, Engagement & Cognitive Load Reduction

"Learning DNA" Onboarding

A frictionless survey about hobbies, interests, and learning preferences (auditory, visual, physical). Builds a cognitive profile that improves over time.

Adaptive Assignments

Opens a history assignment and the AI has already adapted it into an auditory, interactive lesson tailored to their profile. No two students see the same thing.

ADHD-Friendly Focus Mode

Distractions vanish. The UI presents a single question at a time using progressive disclosure. Designed to prevent overwhelm.

Socratic AI Tutor

When stuck, the AI uses analogies based on their favorite video games to guide them to the solution. Never gives direct answers.

Instant Feedback

Upon submission, the AI Auto-Grader returns the score, a personalized rubric breakdown, and concrete next steps in seconds — no waiting until next class.

Growth Analytics

Track mastery across subjects with radar charts, predicted grades, study heatmaps, and personalized learning paths.

Pillar 2: The Teacher Experience

Meet Mrs. Osher — Automation, Universal Differentiation & Intervention

Single-Source Uploading

Upload one standard baseline assignment. Limud auto-generates individualized versions for auditory, visual, and kinesthetic learners.

AI Quiz Generation

Instantly generate curriculum-aligned quizzes using built-in topic banks for quick knowledge checks.

One-Click Auto-Grading

AI evaluates essays against your rubric. Review suggested feedback, make quick edits, and approve.

Intelligence Dashboard

Real-time aggregated data. AI flags at-risk students based on engagement trends, telling you exactly who needs human intervention.

Pillar 3: The Administrator Experience

Meet Superintendent Ofer — High-Level Analytics, Compliance & ROI

The Command Center

See district health at a glance: 247 active students, 18 teachers, $12,000 annual cost. One dashboard, zero confusion.

Frictionless Management

Bulk-import users via CSV and broadcast cross-role announcements that instantly ping teacher, student, and parent portals.

Compliance at a Glance

A dedicated widget confirms all systems are operational and actively maintaining FERPA, COPPA, and WCAG AA compliance.

Pillar 4: The Family Experience

Meet David Betzalel — transparency and plain-English reporting, whether his kid is in a district school or learning at home

The AI Check-In

Instead of deciphering complex grade books, David clicks one button and receives a plain-English, conversational summary of his kid's academic performance, emotional engagement, and study habits.

Family Teaching Mode

A parent who teaches at home (full-time or supplementally) can flip on Family Teaching Mode and unlock the full teacher toolkit — assignment authoring, AI grading, materials upload, and per-child analytics. Same single account.

The Self-Reinforcing Loop

👩‍🏫

Teachers save hours on differentiation and grading

🧠

Students learn faster because content speaks their language

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Parents stay effortlessly informed

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Districts see improved scores tied to funding

Works alongside tools you love

Limud doesn't replace them — it fills the gaps and ties everything together.

🎓

Khan Academy

What they do well

World-class free content with thousands of videos and exercises.

Where Limud adds value

Limud integrates with Khan and adds AI auto-grading, adaptive Learning DNA, and parent dashboards.

📚

Google Classroom

What they do well

Seamless Google Workspace integration, massive adoption, free for schools.

Where Limud adds value

Limud syncs with Classroom and adds AI tutoring, one-click grading, and deep intelligence analytics.

Quizlet + ClassDojo + Nearpod

What they do well

Each excels in its niche: flashcards, parent comms, and interactive lessons.

Where Limud adds value

Limud combines quizzes, adaptive assignments, AI tutoring, and more. One login, one price.

Simple, transparent pricing

Districts and families. Same product. Pricing scales to your size.

Enterprise

Districts and statewide deployments

Custom
  • Unlimited students & schools
  • SSO / SAML
  • Custom AI training
  • Data residency
  • 99.9% SLA
  • Dedicated account manager
Contact sales
Most Popular

Standard

Classrooms and small schools

$6/student/mo, billed annually
  • Up to 500 students
  • Unlimited AI features
  • All 16+ integrations
  • Intelligence dashboard
  • AI Safety Monitor
  • Priority support
Start 14-day free trial

Family

For parents and their kids

$9/month, 14-day free trial
  • Up to 5 children per parent
  • AI Tutor (50/mo)
  • Personalized material rewrites
  • Parent dashboard + AI check-in
  • Family Teaching Mode (optional)
  • Weekly digest emails
Start 14-day free trial
30-day money-back guarantee on all paid plans

Frequently asked questions

Learning DNA is Limud's proprietary cognitive profiler. Through a quick onboarding survey and ongoing analysis of how a student interacts with content, it builds a profile that captures their learning modality (visual, auditory, kinesthetic, reading), cognitive speed, retention rate, and peak study hours. Every piece of content is then adapted to match.

Districts and families, equally. Districts run multi-school deployments with SSO, district-wide analytics, and dedicated support. Families run a parent account with up to 5 kids — wherever those kids go to school. Same engine, same AI, same outcomes; the difference is capacity, controls, and integrations.

The Family plan is $9/month (or $7/month billed yearly — saves 22%) for up to 5 kids in one parent account, with a 14-day free trial. Parents who teach at home (full-time or supplementally) can flip on Family Teaching Mode and unlock the full teacher toolkit — assignment authoring, AI grading, materials upload — included.

Unlike ChatGPT which gives direct answers, Limud's AI tutor uses Socratic questioning to guide students to discover answers themselves. It uses analogies based on the student's interests (from their Learning DNA profile) to make concepts relatable. All conversations are logged for parent/teacher review.

Teachers upload a single baseline assignment. Limud's AI Assignment Adapter automatically generates individualized versions for different learning styles — visual learners get diagrams, auditory learners get discussion prompts, kinesthetic learners get hands-on activities. Teachers review and approve the adaptations.

Parents click one button and receive a plain-English, conversational summary of their child's recent academic performance, emotional engagement, study habits, and areas needing attention. No more deciphering complex grade books.

Not at all! Limud integrates with both and 14+ other platforms. Keep everything you love — Limud adds the AI grading, adaptive Learning DNA, and intelligence dashboards that those platforms don't offer.

Yes, fully. All data is encrypted with AES-256-GCM. We never sell student data. Compliance is built into every layer — from field-level PII encryption to brute-force lockout, audit logging, and 7-year data retention per FERPA.

Most families are ready in under 5 minutes with the Learning DNA onboarding survey. Districts can provision teachers and students via CSV upload in under 30 minutes. The 3-step Quick Setup wizard for teachers takes about 2 minutes.

Every mind learns differently

Cognitive science + generative AI, adapted to every student. The same product for districts and families.

Districts, families & individuals 14-day free trial on paid tiers FERPA compliant