About Tecosys

We build the AI that does the work,
not the AI that talks about it.

Tecosys AI Private Limited is an Indian product and delivery company building applied AI for businesses that run on documents, phone calls and regulated records. We started in healthcare revenue operations — where a wrong output has a real cost — and that shaped everything since: agents that cite their sources, systems that pass an audit, and unit economics a finance team can sign off on.

Incorporated2025
RegisteredKolkata, India
ServingIndia + United States
FocusHealthcare, legal, operations
What we build

Three things, all of them in production.

AI workforce

Voice agents that make and answer calls, chat agents that handle support, an SDR that qualifies leads, and a CRM they all write back into. Shipped under the Nutaan product line and used in production today.

Document intelligence

Agents that read scattered contracts, claims and records, resolve the contradictions between them, verify each fact against its source, and return one document you can act on — with the citation attached.

Enterprise delivery

Advisory and build teams for companies adopting AI: grounding models in your own knowledge, putting governance in before rollout, redesigning the process before automating it, and keeping cost per outcome honest.

How we got here

From a billing floor to a reasoning stack.

Our founder spent years inside healthcare revenue cycle management, serving providers across the United States and India. The problem there was never a shortage of software. It was that every claim, every denial and every appeal still depended on a human reading a document, remembering a payer rule, and typing the same thing into a third system.

We started by automating that specific loop. What we learned doing it — that models are only useful once they are grounded in your records, that finance will not fund what it cannot measure, and that compliance will block anything it cannot trace — turned into the way we build everything now.

Today that work runs as a product line and a delivery practice: Nutaan for the AI workforce, document intelligence for the paperwork, and embedded pods for companies that want the capability inside their own team rather than outsourced away from it.

Our vision

That AI in a serious business stops being a pilot and becomes infrastructure — narrow enough to be reliable, transparent enough to be trusted, and integrated deep enough that removing it would be felt the same day.

Our mission

To put working AI inside the operations of companies that cannot afford a wrong answer — healthcare, legal, finance and the back offices behind them — and to prove its value in their numbers, not in ours.

How we work

Four things we do not compromise on.

01
Ship into production, not into a slide

A demo that never touches a real system proves nothing. Everything we build is judged on whether it survives the legacy architecture, the volume and the edge cases it actually meets.

02
An answer without provenance is not an answer

In healthcare, legal and finance, output has to be traceable to the record that produced it. Auditability is designed in from the first week, never retrofitted after go-live.

03
Ownership over hours

Our people own outcomes, not tickets. Production comes first, escalation happens early, and the person who started the work closes the loop on it.

04
Cost per outcome, measured

We instrument what a resolved ticket, a verified claim or a generated document costs to produce — and drive that number down without trading away quality.

Where we go deep

Domains we have shipped in.

Healthcare RCM & medical billing
Medico-legal automation
AI agents & orchestration
Healthcare AI consulting
AI-powered mobile apps
Compliance-first engineering
Trusted partnerships

Our Trusted
Clients

Healthcare platforms, pharmacies, realtors and specialist firms — these are the teams running their calls, CRM and follow-ups on Tecosys today.

14Active clients
6Industries served
Induckt VenturesBusiness KontinuityRevMaxxCare 4 SolutionsDaxoBidBossApollo MeisterkKeizer TechnologiesOzeinaSwaashClimora AINature NuskhaBrisk WellnessPioneer Realty Pune
From our feed

What we are shipping,
posted as it happens.

Nutaan AI

Still relying on manual calls or an outdated dialler?

Voice AI
@nutaanai

Behind the build at Tecosys.

Reel
Tecosys

Sales automation, built for Indian startups.

Sales AI
Nutaan CRM

One CRM for lead generation and social management.

CRM

Talk to the people who build it.

No sales layer in between. You get the team that will do the work.