AI tutor for CMA students

You've read the chapter,
but can you solve the questions?

Every CMA student knows the gap: you finish the module feeling ready, open the question, and freeze. Metacog finds the exact concepts you can't solve yet, and won't let you move past them until you can.

Early access for the next ICMAI attempt.

How it works

You start with a question, not a chapter.

Most prep hands you the chapter and hopes it sticks. Metacog starts with the question, traces back to the exact concepts you need to answer it, teaches those, checks you've understood, and walks you forward.

Get it wrong? Patch it.

When you miss a question, Metacog walks you through why, makes you work it out, and tests you on a variation. There's no skip button. The gap stays open until you've closed it.

Blitz results: each wrong answer has a Review with AI button to patch the gap
From the shipped GATE tutor.

It won't give you the answer.

You can ask. You can beg. Students have tried. Metacog pulls the answer out of you instead of handing it over, because reading a solution and being able to produce one are not the same thing.

A student demands the answer; the tutor refuses and guides them to it instead
From the shipped GATE tutor.

And it won't teach you something wrong.

Every explanation and calculation is checked in real time by TEAS, our own evaluation engine designed to combat hallucination, presented at AAAI-26 DAI, Singapore. On an exam where one wrong treatment costs you the question, the tutor has to be right.

TEAS audit panel: Following Prime Directive, Grounded to Knowledge Base, and Socratic all passing
From the shipped GATE tutor.

Built by a CMA student, for CMA students.

Metacog was built by a CMA Inter student preparing for his own ICMAI papers, and used to sit them before it was opened to anyone else. It exists because someone who knows the gap firsthand, reading the chapter and still freezing at the question, decided to close it.

Abu, founder

Already shipped and battle-tested on GATE Validated at AAAI-26, Singapore Antler × Google for Startups residency

Studying without understanding isn't studying.

Join the waitlist. Early access opens for the next ICMAI attempt.