An AI product studio

Solving real problems. Making life easier with AI.

parmarlabs turns frontier artificial intelligence into products people genuinely use. We start with a real problem worth solving, build something simple and trustworthy around it, and ship. Our first product is RankBattle.

Explore RankBattle How we build
How we think

Innovation with a purpose.

Technology for its own sake solves nothing. We use AI where it makes life measurably simpler.

Start with a real problem

We look for genuine, everyday friction that people tolerate because no one has fixed it, then we go after it. The problem leads, and the technology follows.

AI as a tool, not a gimmick

We bring AI in only where it makes the experience measurably better: faster, smarter, more personal. Never as a buzzword bolted on.

Trustworthy by design

AI that misleads is worse than none. We build verification into everything, so what reaches a person is accurate and dependable.

Ship, learn, improve

Ideas do not help anyone on a slide. We put real products in real hands and improve them on what actually works.

Our work

Flagship product

Live in Education

RankBattle

A hard problem made simpler: preparing for NEET, India's most competitive medical entrance exam. RankBattle pairs an AI tutor that genuinely teaches with real exam-style mocks, error analytics, and live rank battles. It turns a stressful grind into something students want to open.

AI tutorReal exam mocksLive battlesVerified content
NEET 2027

RankBattle

AI Tutor
Explains any concept, then quizzes you
Full mock
Real exam interface
Live battle
1v1, climb the ranks
Analytics
Where you lose marks

More products in the pipeline. Same approach, new problems.

How we build

Product thinking meets engineering rigour.

Everything shipped end to end by a small, hands-on team, from the AI itself to payments, monitoring, and launch.

01

Grounded, verified AI

Retrieval-augmented generation over trusted sources, with a blind multi-model check on the output, so the AI is accurate, not just confident.

02

Full-stack and real-time

React and mobile apps, a Node and PostgreSQL backend, streaming AI, and live multiplayer, built for the real failure modes rather than the demo.

03

Shipped, not slideware

From unit economics to payments, auth, and store release. Real products used by real people, improved on real evidence.

Tech we work in
ReactTypeScriptNode and ExpressPostgreSQL and PrismaSocket.IOCapacitorLLMs and RAGPythonRailway and Cloudflare

Have a problem worth solving?

Partnerships, product ideas, or hiring. We would love to talk.