Svachalita is six people in Alwar, Rajasthan. We take six engagements a quarter. We have walked away from twice that many. The systems we build are designed to outlast our involvement — and most of them do.
Every engagement we have shipped has kept every role intact. We measure success in hours returned to seniors and capacity unlocked to take on more clients — not in headcount removed. Owners who insist otherwise, we send away politely.
You own everything we build, from day one. Code, documentation, the custodianship handbook. Twelve months in, your custodian can run the day-to-day without us. We charge for the privilege of being un-needed.
Most failed AI engagements fail because they tried to do everything. We start with one workflow. We measure. We expand only after the first one is quietly humming. The discipline is the deliverable.
An accurate Hindi reply that sounds foreign is worse than no reply. We spend the first two days of any conversational rollout writing copy with the client, in their voice, with their senior staff in the room. We learned this the hard way.
If the engagement won't work, we say so on the first call. If we get something wrong, we publish the lesson. Every case study on this site has a "what we'd change" section. The work is too consequential for theatre.
Svachalita — स्वचलिता — is Sanskrit for self-moving. The word existed in old technical texts long before "automation" did. It carries the implication that the system, once installed, runs of its own accord. That a craftsman's job is finished when the work no longer needs them.
We took the name in 2024 because we'd grown tired, after years inside larger consultancies, of automation that needed constant minding. We had watched too many AI projects begin with promise and end as orphaned dashboards no one opened.
The studio is based in Alwar — partly because two of the founders are from Rajasthan, partly because the medium-business owners of Tier-2 and Tier-3 India are who we set out to serve. Most of our clients have never engaged a Bengaluru consultancy. They wanted someone who could come sit with them on a Tuesday morning, in person, and say what they meant.
The work has been quieter than expected. The results have been louder than we hoped. We are still learning, in the open, in this Journal.
Twelve years in management consulting before Svachalita — Bain, then Bristlecone India. Aanya leads the diagnostic phase on every engagement; she writes the scope document you sign. Originally from Jaipur.
Senior engineer, ex-Razorpay and Atlassian. Rohan owns every engagement's technical architecture. He has built and shipped agentic systems on Anthropic Claude since the API was a private beta. From Bengaluru, lives in Alwar.
Devika runs every engagement after go-live — training cohorts, custodianship handbooks, the quarterly accuracy reviews that land on your desk. Previously led customer success at Freshworks. She is the reason our systems don't quietly die in month four.
Senior partners on every account. We turn away twice what we accept. The constraint is the product.
After two weeks of diagnostic. Never sooner. The number is something we can stand by, with a ten percent buffer for honest discovery.
We are not a multi-tenant SaaS. We deploy in your AWS, Azure, GCP, or on-prem. Your data does not sit in our database.
One person, two hours a week, twelve months. By month twelve they can run the system without us. That is the goal.
For the first year. We measure what we shipped, in writing. If accuracy slips, we say so before you find out.
No long lock-ins. The Brief, The Engagement, The Custodianship — each terminable on thirty days' notice. The discipline keeps everyone honest.
A 30-minute conversation with a partner. We will tell you honestly if we are the right firm.
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