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Inside CHERI SMS

CheriMathLab is the math and science part of CHERI SMS

It’s the academic engagement product inside CHERI SMS, with a separate URL because it’s the piece that students log into directly. Quizzes, daily practice, an AI tutor, live classes, and head-to-head math battles all run on the same platform that teachers grade and parents follow along with.

Live today at cherimathlab.com. Free for every student through 2026.
What’s actually there today

The platform behind CheriMathLab in numbers

The figures below are the ones we can verify against the production database and Google Analytics. They will grow.

400+
Active users
Google Analytics, last 30 days
451+
Study documents
Across 31 topics
11
AP and Olympiad subjects
Year-wise practice sets
₹0
Cost to students in 2026
Free for every learner
What’s in the platform

Eight things that work together, not eight separate apps

Every component shares the same login, the same student record, and the same grade book, so progress in one place shows up in the others.

Weekly quizzes

Teachers publish, students take, the system grades. Per-question timing, randomised order, and instant feedback all run by default.

Adaptive practice

The next question depends on how the student handled the last one. Easy work gets harder; struggling work gets easier and more guided.

Personal dashboard

Eight insight cards: readiness score, weakness tracker, mistake log, study planner, reflections, trends, alerts, certificates.

Competitions and leaderboards

School-wide and class-level leaderboards, scheduled competitions, certificates and external opportunity alerts.

Math battles

1v1 and multi-player battles with classmates. Cross-device resume so a tab close doesn’t end the match. Rematch flow built in.

Problem of the day

One curated problem each day, picked for the student’s level. Solving it builds the streak that drives the gamification system.

AI tutor

An AI assistant trained on the platform’s own knowledge base. It guides students through hints rather than handing over the full solution.

Study roadmaps

Guided paths from Grade 5 fundamentals to AP Calculus, with milestone tracking and an explicit ordering for what to learn next.

AI under the hood

A grounded tutor, not a generic chatbot

The AI tutor runs on a Retrieval-Augmented Generation pipeline backed by a private knowledge base of platform-specific content. It’s deliberately scoped to the math and science syllabus the student is on.

  • Mixed model stack: Ollama for local inference and Azure OpenAI (GPT-4o-mini) for the heavier reasoning calls.
  • Vector-DB grounding: 176+ knowledge-base entries indexed for retrieval, so the model answers from the curated content rather than from open-web noise.
  • KaTeX maths rendering: equations, fractions and integrals render cleanly in the browser, including in the AI’s replies.
  • Disabled inside quizzes: the AI is unavailable while a student is taking a graded assessment, so it can’t be used to cheat.
AI tutor · trigonometry session
Student
I keep getting sin(2x) = 2sin(x)cos(x) wrong. What am I missing?
Tutor
Let’s slow down. The double-angle identity comes from the sum formula sin(a+b) = sin(a)cos(b) + cos(a)sin(b). What happens if you let a = b = x?
Student
Oh ... so sin(x+x) = sin(x)cos(x) + cos(x)sin(x), which is 2sin(x)cos(x). Got it.
Tutor
Exactly. Want a couple of practice problems on this before the next quiz?
Content library

A curated library, not a search engine

Everything in CheriMathLab is original or licensed content reviewed by the academic team. No external scraping, no random YouTube embeds.

451+ study documents

Worked examples, concept explainers, and short-form study guides covering the Class 5 to Class 12 curriculum, plus AP-level extension material. Each document is tagged by topic so the AI tutor can retrieve it.

31 topics across math and science

Algebra, geometry, trigonometry, calculus, mechanics, electromagnetism, organic chemistry, and more. The taxonomy lets the dashboard show weakness trackers per topic rather than per chapter.

11 AP and Olympiad subjects

Year-wise practice sets ranging from 25 to 150 problems per set, designed for students preparing for AP exams or domestic and international Olympiads.

Fair-play system

Six things make graded quizzes fair to everyone

The teacher doesn’t have to set any of these up. They’re on by default for every published quiz.

Tab and window detection

If a student switches tabs or minimises the window during a graded quiz, the system flags the event and notifies the teacher.

Screenshot blocking

The browser’s native screenshot path is blocked on the quiz page, removing the easy share-the-question route.

Question randomisation

Both the question order and the option order are randomised per student, so two students sitting next to each other don’t see the same quiz.

Per-question timer

Each question has its own time budget. Time runs forward only; you can’t bank seconds by skipping ahead.

AI tutor disabled

The AI tutor is unreachable during a graded quiz, so a student can’t hop into chat to look up the answer.

Auto-submission on disconnect

If the network drops or the browser closes, the in-progress attempt is submitted with what’s been answered, rather than vanishing.

Read more

CheriMathLab from each side of the platform

Same product, different vantage points. The pages below go into depth on what each role actually does day to day.

Open it. Try a quiz. Take one minute.

The platform is live and free. You don’t need a school invite to look around.