Reasoning & verification
Multi-step problem solving where each step can be checked, not just plausibly worded.
An applied AI lab for education
Research that ends up in someone's hands.
We build reasoning, grounded retrieval and adaptive systems, and put them to work where the answer has to be right: preparing for the exams that decide what people do next.
Founded2026, India
TeamIIT Bombay alumni
FocusEducation
StatusFirst release soon
What we work on
ResearchGrounded retrieval
Answers tied to real source material, with every claim traceable back to it.
Adaptive user models
Inferring what someone actually misunderstands from the way they get things wrong.
Efficient inference
Making capable models cheap enough to run for millions of requests a day.
Which exams
The same core work carries across exams. We open one only when we can build something measurably better than what already exists for it.
GATE
Computer Science first, with the rest of the paper set following it.
UPSC
Reasoning that holds across a syllabus this wide is the hard part.
NEET
High-volume practice where the diagnosis matters more than the score.
JEE
Multi-step problems where every step has to survive checking.
GATEway: a tutor that starts where you're stuck.
A personalised doubt-solving platform for GATE aspirants. Ask in your own words, get a worked explanation at your level, and see the concept behind the mistake, not just the answer.
→Step-by-step solutions, checked for correctness
→Learns which concepts you keep slipping on
→Practice generated around your weak spots
→Mock tests in the real exam interface
ai tutor
A worked derivation, built one step at a time, not just the final answer.
Who we are
A small team of researchers and engineers, IIT Bombay alumni, working at the point where a model stops being a demo and starts being useful.
We keep the team deliberately small and judge a project by one thing: whether the person using it does better on their next attempt.
Get early access.
We're onboarding a first group of GATE aspirants, and we're always glad to hear from teachers, researchers and prospective partners.
Write to us
Tell us which exam you're preparing for. One email back when we open.