aicolabs

Autonomous Infrastructure & Continuous Operations

We form collaborations, and the core stays in the lab.

Propose one

We research, design and build systems that act on someone's behalf.

see what we build
our verticals

We try to bring autonomy into daily life, into companies and to the people who run them.

See our products

No unauthorised entryEnter at your own risk

Autonomy needs infrastructure

A system that acts for someone has to be identified, permitted, supervised and accountable. Someone has to build the layer that makes that trustworthy. That is our work.

Identity

Who the agent acts for, and how the world knows.

Permissions

What it may do, spend, sign and see. And what it may not.

Orchestration

Many agents, one outcome. Planning, delegation, recovery.

Workflows

Process logic owned as a system, not scattered across tools.

Human gates

Approval points placed exactly where judgement is needed.

Tools

Reliable hands: interfaces, browsers, documents, voice, mail.

Data and memory

Context that persists, stays private and stays correct.

Transactions

Commitments with consequences, audited and reversible.

There is no prompt anymore. There is intent

A prompt asks a model to improvise. Our engine never does. The model is used once, to understand what a person wants. Everything after that runs on deterministic foundations.

typed data, explicit rules, same result for the same input

Intent

What the person wants, said or written. It is classified into a known operation, not passed along as a prompt.

Extract

The facts the operation needs are pulled from the message, documents and connected data into a typed structure.

Validate

Every field is checked against rules, permissions and what is already known. Anything missing goes back to the person as a question.

Processor

Deterministic code carries out the operation. No improvisation, and every step leaves a trace.

Adapter

Shapes the result into whatever the outcome requires: a document, a filing, a payment, a message, a call to another system.

Outcome

A finished result with its trace, handed to the person to approve.

the model interpretsdeterministic enginethe person approves

One infrastructure. Four products

Everything we ship runs on the same autonomy layer. One product is live, the others follow this autumn.

Try Cribara

Cribara

Autonomous recruitment

Create a screening interview for a role, share one link, and get ranked candidates instead of a pile of CVs.

visit cribara.com

Stella

Your representative, outward

A business card that answers. Stella speaks for you to the people who find you, and knows when to hand over.

visit stella.cards

ePonuka

Offers that write themselves

From a request to a finished, priced offer that is ready to send.

Aira

Autonomous accounting

Books that keep themselves. Invoices, payments and filings handled as one continuous process, with you deciding where it matters.

visit aira.ac

A small lab in Nitra

Aico Labs is a software and design lab from Nitra, Slovakia, founded in 2026. We build our own products on one infrastructure, and take on collaborations where the problem is worth it.

software and design lab · nitra · since 2026
Erik Ondruš

Erik Ondruš

Design & Development

Milan Vaňo

Milan Vaňo

Development & Marketing

Bring a problem worth making autonomous

Problem first

You bring the domain and the real operation. We bring the autonomy layer.

Built together

A joint system, tested in your reality. Not a specification thrown over a wall.

Shared outcome

The core stays in the lab, so every collaboration makes the next one stronger.

Consultations

Not ready to build? We help you find where autonomy pays off in your operation, and where it does not.

write to us

Tell us which process you want to automate, or book a consultation.

or write directly office@aicolabs.io

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