A small team. Senior engineers. Real conversations.

AI that works for your business, built by people you can actually talk to.

Servam is a small team of senior engineers in India. We build AI automation, MVPs and modern IT systems for growing businesses, and we explain every step in plain English.

Direct access to engineersPlain-English updatesPeople in the loop

AI is becoming infrastructure. Human judgment is your moat.

Most businesses don't need another dashboard or a chatbot bolted onto the website. They need less busywork and clearer numbers.

Everyone can rent the same models now. What's rare is the judgment to decide what to automate, what to leave to people, and how to make it dependable. That's the part we're good at, and you'll work with the engineers doing it, not a layer of account managers.

The Servam principle

"We measure software by the manual hours it removes and the value it creates."

Five ways we can help

Pick one, or combine them. Each starts with a conversation about your actual problem.

01

AI Labs

Test, tune and tailor AI on your own knowledge

Not sure which model fits? We test the options against your real questions, then build assistants that answer from your own documents instead of guessing (a technique called RAG).

Good fit if your team keeps digging through documents to find answers.

  • ✓ Custom fine-tuning & LoRAs
  • ✓ On-premise / private cloud LLM deployment
  • ✓ Domain-specific AI benchmarking
02

AI Automation Lab

Hand the repetitive work to software

Lead scoring, CRM routing, invoice and document processing, daily reports. We build background agents that do the grunt work and flag anything unusual to a person.

Good fit if your team copies data between tools every day.

  • ✓ Multi-agent workflow orchestration
  • ✓ Document parsing & ERP reconciliation
  • ✓ Automated daily intelligence digests
03

Fractional Tech

A senior technology partner, without the full-time hire

A fractional CTO and lead architect who helps you choose the right roadmap, review your codebase, run technical due diligence and keep delivery teams on track.

Good fit if big technology decisions are landing on people who aren't technical.

  • ✓ Fractional CTO & system architecture
  • ✓ Technical due diligence
  • ✓ Security reviews, SOC 2 readiness & cloud cost audits
04

MVP Development

From idea to something customers can use

We take a clear product brief to a working, production-ready first version, with a target of 4 to 8 weeks, on modern Next.js, Python and cloud stacks that can grow without a rewrite.

Good fit if you know the problem you're solving and need a real first version.

  • ✓ Full-stack web & mobile builds
  • ✓ Payment & auth integrations
  • ✓ Production-ready CI/CD pipelines
05

IT Enabled Offerings & Modernization

Make older systems work with newer ones

We connect legacy databases (SQL, Oracle) to modern APIs and microservices, and give you live dashboards, so reports stop taking days.

Good fit if your systems don't talk to each other and people patch the gaps by hand.

  • ✓ Legacy infrastructure refactoring
  • ✓ API wrapper & middleware development
  • ✓ Custom operations dashboards & telemetry

How a project works

Because we're a small team, the people who scope your project are the people who build it.

  1. 1

    Talk

    A short call about what's slowing you down. No jargon and no pitch deck.

  2. 2

    Scope

    You get a written plan covering what we'll build, how long it takes and what it costs, before work starts.

  3. 3

    Build and hand over

    We work in short cycles, show progress often and hand over documentation so you can run it yourselves.

Estimate what automation could give back

A rough planning tool, not a guarantee. Results depend on the workflow, so we confirm real numbers in a scoping call.

Hours reclaimed per year

0

Estimated annual value

$0

Questions we hear a lot

What does Servam do?

Servam is a small, senior engineering team in India that builds AI automation, MVPs and modern IT systems for growing businesses, and provides fractional CTO leadership. We work in five areas: AI Labs, AI Automation Lab, Fractional Tech, MVP Development and IT Enabled Offerings.

What is an AI automation lab?

It is a focused project where we find repetitive tasks in your business, such as lead scoring, document processing or reporting, and build AI agents to handle them. People stay in the loop: the automation logs what it does and hands unusual cases to a person.

How long does it take to build an MVP?

Our target is 4 to 8 weeks from a clear product brief to a production-ready first version. We agree the scope up front so the timeline is realistic for your project.

What is a fractional CTO, and when do I need one?

A fractional CTO is a senior technology leader who works with you part-time instead of as a full-time employee. It suits startups and growing companies that need help with architecture, vendor choices or due diligence but don't yet need a full-time executive.

Can AI models run privately on our own infrastructure?

Yes, where it makes sense. Through AI Labs we can deploy open-source models on-premise or in your private cloud, so sensitive data stays in your environment. We will tell you honestly if a hosted model is the better choice.

How do we get started?

Send a short note through the form below or email info@servam.in. An engineer will reply to talk through what is slowing your team down and suggest a sensible first step.