Impact

We don't just build for
education. We do it.

AI-Shala runs mentorship and R&D programmes alongside the products. The same conviction that shaped GunanQ — that attention is what changes outcomes — shows up in the results.

Competitive exams

National Excellence

A mentor in front of their error journal every week — not more lecture hours.

AIR 11 · GATE CS See the GATE programme

Publications

Research Output

Students as authors, not acknowledgements. For most, their first paper.

3+ top-tier papers See research mentorship

Shipped demos

Engineering First

Learned policies deployed onto real hardware — where most RL projects quietly stop.

2 deployed demos See the research

Numbers we are willing
to be held to.

Everything here is something we can point at. Where a figure comes from a product deployment rather than a measured study, we say so.

0
Best GATE CS rank from our cohorts: 0+
Papers accepted at top-tier AI venues: 0
Physical AI demos deployed on real hardware: 0%
Of students in a GunanQ cohort get written feedback

The attention a topper gets in office hours should reach the student in the back row too.

That sentence is the reason the products and the programmes exist in the same company. One makes attention cheaper to give at scale. The other gives it directly, to fewer people, properly.

Start here

Results like these
start with a conversation.

Every outcome on this page came out of mentorship — a named person reading someone's work every week. Tell us where you are and we will tell you honestly what is realistic.

If a different programme fits you better than the one you had in mind, we will say so. We would rather lose an enrolment than take on the wrong student.

Start a mentorship conversation

GATE preparation, research supervision, or one-to-one direction in AI and robotics.