Every child deserves a career expert in the room.
NilaGPT is an autonomous team of AI agents that sits down with a student or a parent, understands them, and builds a living, visual career plan in front of their eyes. Built for every Indian family, free, and in the language spoken at home.
My daughter was twelve when she first asked me what she should become. She had already spent hours on the internet. So had I. We came away more confused than when we started.
The web does not give a twelve year old a direction. It gives her a thousand tabs, a hundred opinions, and no one who actually knows her. As a parent I wanted to help, and I found myself just as stuck.
Then I looked up and realised this was not just us. It was every parent at every dinner table, every student the night before a stream selection, every family that could never reach an expert, every home where the parents do not speak English at all. The people who most need guidance are the ones least likely to get it.
I spend my days building autonomous multi-agent systems for large enterprises. The same technology can sit with a single family and give them the attention a real consultancy gives. So I am giving it back, free, to the families it was built for. That is the NilaGPT Community Edition.
Agentic AI powered premium educational guidance for every child, every family of India.
Not one chatbot answering everything. A team that works the way a real consultancy does.
A team of expert agents
A warm receptionist greets you and learns who you are. A senior consultant gives the guidance. A researcher digs for evidence. They hand work to each other, like a real office.
An interface that builds itself
As the conversation unfolds, the screen assembles the right visuals around it: a comparison, a roadmap, a projection. The interface is agent generated, live, for you.
Speaks the way home speaks
Talk to it. Hear it back in English or Hindi, and read along in Tamil. A parent who never learned English is never left out of their child's future.
More than a search box. More than a single chatbot.
When a question is big, NilaGPT does not guess and it does not hand over a pile of links. It sends a dedicated deep research agent, a member of the team, to do the legwork a careful counsellor would: plan the question, gather from many current and trustworthy sources, weigh them against each other, and bring back evidence the consultant shapes into advice for your child. Here is how that is different from what families reach for today.
A hundred links
Hands a child a wall of results and leaves them to judge which to trust. No plan, and it knows nothing about your family.
One quick guess
Answers fast from memory and can be confidently wrong. It does not gather fresh evidence or check its own work.
A researcher on your side
Plans the question, gathers from many current sources, cross-checks them, and hands the consultant evidence turned into a plan made for your child.
Watch the screen build itself around the conversation.
This is the part families remember. Ask Dr. Nila about a path and she does not just reply in text. The agents generate the interface live: a skill map, a side by side comparison, a roadmap to the goal, drawn for your child in the moment. Nothing here is a fixed template. The screen is written by the agents as they think.
Step inside the full journeyBuilt for the family table and for the builder.
For families. Any Indian student or parent gets a calm, expert conversation and a clear plan, in their own language, free. The kind of guidance most families never get the chance to access.
For engineers and architects. Under the same hood is a production-grade agentic system: a supervised multi-agent graph, agent generated UI, cost-efficient model routing, and safety built for minors. The architecture is documented in the open.
Read the system designA real conversation. A visual plan. A second opinion that knows your child. Free, in any language.
Autonomous agents, agent generated UI, guardrails for minors, on AWS Bedrock. Designed by a senior agentic AI architect.
The first families on board shape what NilaGPT becomes.
Join the waitlist and be among the first to sit down with the team. Always free for the community. Just a seat at the table when the doors open.
Join the waitlist