Agentic automation
AI agents that answer, book, and act for businesses, with humans always able to take over.
Karvark Tech Labs
AI systems that run business operations.
Engineered, evaluated, honest. We build the operating layer for the AI-run business — and run our own operations on it first.
The shift
Every business is becoming an AI-operated business. The question is no longer whether the work gets automated — it's whether anyone can trust, steer, and prove what the automation did.
The winners of the next decade won't be the companies with the most AI. They'll be the ones whose AI is governed: specified in documents before it's built, tested against invariants, scored against quality rubrics, and overridable by a human at any moment.
That's the discipline we practice, and the discipline we build into everything we ship. Documents before code. Evaluation before trust. People above systems.
Receipts, not adjectives
7
founding documents written before the first line of code, for every system.
19
architecture decisions locked and versioned before build.
100%
of our systems ship with human takeover and a full audit trail.
What we build
Three layers of one system — the automation, the engineering that makes it safe to run, and the evaluation that proves it.
Production engineering
Schema-enforced, test-gated systems built to run unattended, not demos built to impress.
Evaluation & trust
Every system ships with its own quality rubric, scoring, and audit trail.
How we work — the Karvark method
Four rules, one discipline — a pulse of work moving from specification to proof.
- 01
Docs before code
Every system starts as a written specification, with invariants and tests named in advance.
- 02
Model narrates, tools decide
The AI proposes; deterministic code and database constraints enforce.
- 03
Humans can always take over
Every agent ships with a live takeover path and a full audit trail.
- 04
Measured, not vibed
Cost per outcome, quality rubrics, and evaluation scores from day one.
Now building
Now building
Booked by Karvark
An AI front office for service businesses. Answers on WhatsApp, books real jobs, reports the revenue it recovers. In development — specified, tested, and evaluated before launch.
About
Karvark Tech Labs LLP is a Chennai-based AI engineering company founded by Bhoovi Arashan. We build with AI-first methods under production controls — and we run our own operations on the systems we build.