Margins

Intelligence is part of every business.

AI is changing what companies can know, automate, predict and create. We believe the companies that define the next decade won’t simply use AI. They will build intelligence into how they operate — shaped by their data, their knowledge, their people and their experience.

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Why Margins

AI is advancing faster than businesses can absorb it.

The frontierMoves every week.
Businesses operate in the real world, with
  • Decades of data.
  • Legacy systems.
  • Existing processes.
  • Security requirements.
  • Employees.
  • Customers.
  • Regulation.
  • Physical operations.
  • Institutional knowledge.
  • Thousands of exceptions no demonstration ever anticipated.

The difficult problem is no longer simply making AI capable. It is making that capability useful inside a real company.

Margins exists to bring the intelligence of the AI frontier into the reality of established businesses.

The shift

Every generation of technology changes what a company can become.

  1. 1990sInternet

    Connected businesses to the world.

  2. 2000sCloud

    Gave every company computing at enormous scale.

  3. 2010sMobile

    Put software into the hands of billions.

  4. NowAI

    Systems that understand, interpret, reason — and increasingly participate in work itself.

This will not remain a feature of a few applications. Intelligence is a fundamental layer of the modern enterprise.

Access will not be the advantage

Everyone will have AI.

Models will become more capable.

Costs will fall.

Today’s breakthroughs will become tomorrow’s infrastructure.

Every company will have access to extraordinary intelligence.

And that means access itself cannot be the competitive advantage.

The advantage will come from what companies build with it — systems that understand their customers, their operations, their history, their processes, their accumulated knowledge, their way of making decisions.

The future won’t belong to the companies with access to the best AI. It will belong to the companies that build the most valuable intelligence around their business.

Ownership

Intelligence controlled by someone else cannot be a competitive advantage.

As AI becomes more deeply embedded into companies, it will learn more about them. Over years, that accumulated intelligence can become one of the most valuable assets a company possesses. We believe it should remain under that company’s control.

  • How customers behave.
  • How decisions are made.
  • How problems are solved.
  • How operations actually work.
  • What experienced employees know.
  • What succeeds.
  • What fails.
  • What happens next.

Your data. Your knowledge. Your systems. Your intelligence.

CUSTOMERSDECISIONSOPERATIONSKNOWLEDGEOUTCOMESEXCEPTIONSHISTORYPEOPLEIntelligence
Our approach

No one can transform a business from a distance.

The most important problems rarely reveal themselves completely in a specification. You have to understand how the work actually happens. That’s why our engineers work close to the problem — not simply to deliver what was requested, but to understand what actually needs to work.

  • Talk to the people doing it.
  • See the systems they use.
  • Understand the exceptions.
  • Work with the real data.
  • Watch what happens when technology meets the operation.

The specification is an assumption. Production is reality.

Engineering

Technology is a means. What changes because of it is what matters.

We are engineers.

We care deeply about architecture, models, data, infrastructure and software.

But none of them are the outcome.

A technically impressive AI system that changes nothing in the business is still a failure.

The real questions are harder
  1. 01Did the company become faster?
  2. 02Did people make better decisions?
  3. 03Did costs fall?
  4. 04Did revenue increase?
  5. 05Did knowledge become more accessible?
  6. 06Did a process fundamentally improve?

We don’t measure progress by how much AI we deploy. We measure it by what becomes possible because we deployed it.

Accountability

The real system begins where the prototype ends.

A prototype operates in controlled conditions. A business doesn’t. We believe the team responsible for building an intelligent system should remain close enough to see what happens when it meets reality.

  • People use systems differently than expected.
  • Data changes.
  • Edge cases emerge.
  • Processes evolve.
  • Models change.
  • The world moves.
  1. So we stay.
  2. We operate.
  3. We measure.
  4. We improve.

Go-live isn’t where our responsibility ends. It’s where the system starts proving whether it matters.

Our technology

Infrastructure for the intelligent enterprise.

We don’t believe every company should have to assemble the foundations of enterprise AI from scratch. So alongside our engineering work, we’re building technology that helps companies create, connect, operate and improve their own intelligent systems.

Rivermind logo
RivermindOperate intelligence.

An operational layer for orchestrating, integrating and managing AI systems in production.

Capta logo
CaptaOwn what your organization knows.

A system for turning human expertise into structured organizational intelligence.

Explore our technology →

The company we’re building

We are building an engineering company for the age of intelligence.

Margins brings together AI engineers, software engineers, product thinkers, designers and operators around one objective: turn technological possibility into systems that matter in the real world. Today, that means AI, machine learning, software, data, infrastructure and enterprise operations. Tomorrow, the technologies will change. The objective won’t.

Find important problems. Build what makes them solvable. Own what happens next.

Where we come from

Engineered in Zagreb. Built for the world.

Margins is headquartered in Zagreb, Croatia. From here, our team builds technology for companies and institutions across Europe, North America and beyond.

Zagreb gives us something rare: a deep pool of engineering talent, a European perspective and the ambition to take on problems anywhere. We bring those together around the work that matters most to our clients.

ZAGREBNORTH AMERICAEUROPEBEYOND
Our team

Engineers, builders and operators.

More than 40 skilled professionals across AI, machine learning, software engineering, product, design and delivery. But the more important thing is how we work. We value people who are:

  1. Curious about the real problem.
  2. Deeply technical in building the solution.
  3. Pragmatic about what will and won’t work.
  4. Accountable until it works.
The Margins team together in the Zagreb office
A Margins engineer working at her desk by the window
Three Margins engineers standing with arms crossed, smiling
A Margins team member at work beneath the Margins logo wall

Meet the team

Margins today

Still early.

40+Skilled professionals
60+Projects delivered
$100M+Measured client impact
DeloitteTechnology Fast 50 2025 Central Europe
Recognition

#1 fastest-growing technology company in Croatia and #11 in Central Europe — Deloitte Technology Fast 50, 2025.

AWS Partner
Partnership

AWS Partner — building and operating AI systems on the infrastructure our clients already trust.

Proven in production. Engineered for what comes next.

The future

The intelligent enterprise is only beginning.

Today, most companies are experimenting with AI around the edges of their business. Tomorrow, intelligence will move deeper.

  • Into operations.
  • Into decisions.
  • Into software.
  • Into physical processes.
  • Into customer relationships.
  • Into institutional knowledge.

Eventually, asking whether a company “uses AI” will sound as strange as asking whether a company “uses the internet.” The question will be:

What intelligence has this company built that nobody else has?

What can this company do because of it that nobody else can?

We want to help build those companies.

Our mission

Build the intelligence that moves businesses forward.

We believe established companies contain enormous amounts of unrealized intelligence. Our job is to help turn it into something the business can use, own and continuously improve.

  • In their data.
  • Their people.
  • Their history.
  • Their processes.
  • Their systems.
  • Their experience.

Not AI for the sake of AI.

Intelligence that becomes part of how the company works.

Intelligence that creates an advantage.

Intelligence that belongs to the company creating it.

Margins team member
Margins

The future will belong to companies that build intelligence of their own.

Let’s build it.

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