Intelligence,
without the noise.
We build AI systems that operate in real environments — for real people, at real scale.
Most AI moves fast
and breaks things.
The real frontier of AI isn't what models can do in a sandbox. It's what systems can sustain under real load, with real data, for real users.
India has 1.4 billion reasons to build AI differently. We don't adapt global AI for India — we build AI that starts from here.
India-first · Production-grade.
We work in production.
Not in notebooks.
The gap between a working demo and a deployed system is where most AI fails. We build for that gap — designing for edge cases, real data volumes, and production failure modes from day one.
RAG Architectures
Retrieval-augmented generation designed for accuracy over recall — contextually faithful answers from the right knowledge sources.
Agentic Workflows
Systems that take actions, not just answers. Agents that plan, execute, and recover — operating autonomously on tasks that need it.
Production ML
Every model ships with inference infrastructure, monitoring, and the failure handling that separates a notebook from a deployed system.
Semantic Understanding
Transformer architectures tuned for specific domains — video, text, queries, conversations. Models that understand the problem.
“Every system we deploy is built to handle real load, real data, and real failure modes. We design for the edge case, not the demo.”
Prakhar
Sharma
Prakhar has spent eight years building AI systems that get deployed — not shelved.
His work spans transformer architectures, retrieval-augmented generation, and agentic AI design. He's led enterprise chatbot platforms, built semantic video intelligence systems, and designed forecasting engines — all deployed, all measured.
He believes the most interesting AI problems are the ones that haven't been solved yet — the ones with messy data, constrained infrastructure, and users who can't afford for the system to fail.
“Translating complex business problems into intelligent software systems — that's the job. Everything else is commentary.”
Let's talk.
Early in your AI journey? Stuck in tutorial hell, figuring out how to build real projects, or navigating your next career move — these are exactly the conversations I set time aside for.
Sessions in English or Hindi — mix in Telugu, Kannada, Marathi, or Punjabi mid-sentence. Speak however feels natural.
What to expect
Great Mentorship, Great Learning and Great Experience. I belong to a non tech field and Prakhar Bhaiya's guidance has made me well equipped with the industry level skills required to make career in AI, based on my personal interest areas. The hand made and customised pathway, he made for me is truly inspiring and I strongly think that it could never have been better than this. Thanks Prakhar Bhaiya!
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Working on something that needs real depth?
We work with founders, researchers, and organisations building production AI systems — not demos. If you have a real problem and the patience to build a real solution, reach out.
Response within 48 hours · No pitch decks required
From Kanpur,
for India.
The problems we solve are closer to us here. The users we build for are neighbors. AI built from here carries a different kind of intelligence — one that understands what it's actually like to operate in India.