Four products in production. Three engineers. Zero pitch decks. We build AI systems for our own brands, and for partners who'd rather see code than slides.
The studio
Most AI shops sell promises. We sell systems that already run. Three principles drive everything we build.
Each of our products is something we wanted to exist. We write the spec, ship the v1, and let real users correct us — instead of waiting for a client to permit it.
When the problem is yours, our engineers sit alongside yours — ML, infra, shipping discipline. You own the code; we ride along long enough to make it stick.
Notebooks are a step, not a deliverable. The work isn't done until it's serving real requests, surviving real edge cases, and earning real trust.
Products / 04 in production
Four different problems, in four different industries. The discipline is the same: ship something real people can use this week.
AI recruitment that actually works.
Resume scoring in five seconds. Autonomous voice interviews 24/7. Integrity monitoring that catches the things human recruiters miss.
Thirty minutes to find every gap.
An adaptive diagnostic for classes 6–10. Twenty-five questions across four depth levels pinpoint the exact misconception — and an AI tutor explains every wrong answer in the student's own language.
Generative UI for every visitor.
Drop in one script tag. Your site reads each visitor — referrer, device, behavior, history — and rewrites its own copy in real time. No segments to maintain. No manual variants. No two people see the same page.
ML for the steel-making floor.
Endpoint prediction for Basic Oxygen Furnace operations — forecasting molten-bath temperature and key chemistry at the moment of tap, within plant-grade tolerances. Deployed on-site for industrial partners.
The team
No account managers. No layers. The people in this section are the people you'll work with.

10+ years turning ideas into things customers can pay for.

9+ years in models, infra, and the unglamorous plumbing in between.

6+ years shipping the interfaces, services, and pipelines that hold it all together.
Get in touch
A product idea, a research problem, or "we have data but no model" — send a few sentences. We read every message and respond within a day.
Ahmedabad, Gujarat
India
Founders, CTOs, and product teams shipping AI in production.