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AI into companies through your own people

Safely and with measurable ROI

I make sure AI makes sense in your company, technically and economically.

AI Personality 2025, Discovery of the YearFounder of ČERNÁ.AI

Clients

What I hear in companies

  1. “We tried AI, but it doesn’t work.”

  2. “We want to implement AI, but we don’t know how.”

  3. “What if we’re missing the train?”

Trust me, you haven’t missed the train. If you’ve already tried AI, you have a base we can build the change on.

Show me what does and doesn’t work for you. Tell me your idea. I’ll find a way to move you forward meaningfully and sustainably.

Find a free slot
Dalibor Mráz on stage during an AI talk

“We have an idea for an app, can we do it ourselves with AI?”

I won’t promise you can build just any app in-house. I’ll take you as far as your team’s capacity and secure development principles allow.

Some applications need reliable infrastructure and a stable foundation. For those projects I’ll put together a team of seasoned AI developers.

Book a slot today
Workshop with a team working on an AI project

AI is your way to grow with the team you already have

Everyone promises AI will save you work. Saving has its limits, let’s go the other way instead.

Together we’ll find out how to use AI to grow faster than your competition. With the same costs and the same people.

Dalibor was a key partner in building the AI system for Oxygen Biotech. […]

In AI there are still few experts who can combine deep technical knowledge with the practical ability to deliver quality solutions. Dalibor is one of them.

Jiří NižňanskýCo-Founder, Oxygen Biotech

Open call: Let’s move AI forward in your company.

Let’s figure out together how to raise your company’s performance. I know how much AI can help with that.

Work with me

I guide small companies through their first AI steps

External AI director

I’ll find the first AI drivers in your company. I’ll lead them and hand them the know-how. In time you’ll gain your own team that knows its way around AI and drives your growth.

We’ll systematically settle what your AI will run on, start building prototypes together, build up company know-how, and for harder tasks I’ll assemble a development team.

Do you need an AI director in your company to lead your AI transformation?

It starts with a one-hour consultation

Pick a time in the calendarWhat is an AI driver? ↓

In mid-size and large companies I lead safe AI development

AI integration and automation? You need reliable infrastructure and good people.

You already have the good people. With my colleagues at Impacteo we add an AI-ready data platform that runs on your own hardware, keeps your data inside the company and handles real production load. We lead the whole AI adoption: from your first AI driver to agents doing real work on top of your data.

How it worksimpacteo.cz
Dalibor Mráz on the ČERNÁ.AI Festival 2026 main stage

There’s more than one way to transform your company with AI. I’ll find you the one that fits best.

IN YOUR COMPANY

your hardware or a cloud you control

Your dataown database
  • People & AI agents
  • AI gatewaysingle entry point
  • Local modelon your infrastructure
  • Shared compute
  • ConnectorsERP · CRM · e-mail
  • Search by meaning
Dev playgrounddozens of versions
Test environmentcopy of live
Live operationsupervised

Only the proven version moves on, and goes live once approved.

Security & oversight

  • Access control
  • Classifiersensitive stays with you
  • Telemetrywhat is used and how
  • Impact & costs

…and dozens more

company boundary

OUTSIDE

via API

  • Strong modelfor demanding tasks
  • Fast modelfor everyday work

only messages without sensitive details

* Simplified diagram. We design the exact IT architecture during implementation.

Talks & events

I speak at conferences and I’ll gladly bring AI to your event

I’ve given talks and workshops at the National University of Singapore, at Charles University and at conferences and events such as Hack Your Way, Meltingpot and others.

If you see an overlap between my know-how and your event, get in touch.

Ask about a talk
Dalibor Mráz on the ČERNÁ.AI Festival 2026 main stage in front of a packed Gong hall, Ostrava
Dalibor Mráz on the Hack Your Way stage in front of the audience
Conference hall with a thousand attendees

What’s ahead of us?

As soon as tomorrow

An hour together and a concrete plan

What have you tried? Where are you heading? How do we get there? You leave with a step-by-step checklist.

In a month

The first talents appear in the company

No developers? Many AI projects only need an enthusiastic accountant or project manager. I’ll give them the know-how and the support.

In two months

You build your first prototypes

The feeling when you pull off your own solution with AI is priceless. I’ll take you further, help you spot the weak points and keep developing.

In three months

Together we look for ideas that pay off

What will help you grow? And what do you need for it? With AI we widen the bottlenecks in your business.

In six months

You work with AI yourself, or with a team I put together for you

My goal is to hand you the know-how so you can develop AI in the company on your own. For bigger projects we can help with my development team.

Selected work

My clients’ AI projects: It starts with a good idea and ends with good ROI

These companies use AI as a business tool. We built the core in-house, then my team of AI developers stepped in.

Oxygen Biotech
Oxygen Biotech
Pharma · drug development

A research AI model that saves scientists time and speeds up drug development

Scientists at Oxygen Biotech have thousands of studies and papers at hand. They read through them daily to find information relevant to drug development.

Today, thanks to their own AI tool, they have sped up the development of new drug formulations by double-digit percentages. The system runs locally, on their own data only. It doesn’t make things up and it saves precious researcher time.

Supa24
Supa24
Real estate · proptech

Custom AI models process property listings at 8 % of the original cost

Imagine processing 600,000 property listings around the world. Photos, descriptions, tags.

At Supa24 this is handled by in-house AI models. We found a solution with a minimal cost per listing. They process millions of photos a month and save Supa24 money.

References

What people say about me

Dalibor is a great “partner-in-crime”, for pretty much any project. He keeps surprising me with how broad his grasp is across very different things, how much drive he has, and how he not only dreams things up but actually gets them done.
Lukáš Vlček
CEO at Webvalley
We invited Dalibor to our annual conference for SAP Business One customers and users to speak about current AI trends and AI adoption in small and mid-size companies. His talk received the single best rating of the whole programme. He can present a complex topic like AI in a way that is both clear and compelling, for experts and non-technical users alike.
Pavel Bříza
Managing Director, Versino
Dalibor is an exceptional person with enormous drive. An exceptional personality.
Ing. Adam Grundel, MBA, MPH
Ministry of Health

Platform

ČERNÁ.AI

I founded ČERNÁ.AI The platform kick-starting AI across the region

ČERNÁ.AI connects developers, research institutions and AI enthusiasts. It’s the first project of its kind.

We build a community, develop our own tools and represent the region at home and abroad.

Dalibor Mráz on the ČERNÁ.AI stage with a microphone
ČERNÁ.AI community group photo
A full hall during the ČERNÁ.AI program
ČERNÁ.AI team in front of the Černá kostka installation
CERNA·AI FESTIVAL 2026

Took place on 15 September 2026
Gong, Dolní Vítkovice, Ostrava

The biggest AI event in the Czech Republic is behind us. Thank you for your support.

I created the festival under the ČERNÁ.AI platform. Daytime tracks on AI adoption, technology and the AI EXPO, then a big evening show and concerts on the main stage at Gong.

  • 2,200attendees
  • 101AI experts
  • 7stages
Festival recap

In cooperation with

Moravskoslezský krajČerná kostkaIT4InnovationsLUMI AI FactoryCzech AI Factory

Community

The AI Drivers community We support those who want to grow with AI

An AI Driver is someone who pushes for AI inside their company.

They don’t have to be in IT or hold a degree, we hand them the know-how.

I lead a community that connects drivers from all over Czechia. Interested in AI? Join us!

Join at aidrivers.cz ↗
  • Free membership
  • 50+ AI drivers across Czechia
  • Weekly online meetings from October 2026
  • 1:1 consultations with experts

Podcasts & media

Latest interviews and appearances on AI

ČT24Magazín PositivČeská asociace umělé inteligenceAI v kostce

Latest · Filip Dřímalka · 1:09:35

Od AI experimentů k firmě, kde agenti opravdu pracují

With Filip Dřímalka on data, a company knowledge base and agent autonomy: what changes between a prototype and a system someone is accountable for

Napřímo s AI

59:29

Dva ze sta. Ten driver musíš být ty

Interview III: who really drives AI inside a company. With Michal Bočvarov and Filip Šabacký on AI drivers

Deeplink Show

1:37:04

Model není trénovaný na faktičnost, ale na věrohodnost

Session #S09: taming the AI hype, building a regional AI ecosystem and why corporate AI adoption is mostly data hygiene

Uhlík vs Křemík

Pro koho je vibe coding?

The AI festival organiser on who can build their own apps with AI today, and on the future of building

FocusOn

Zaměstnanci nejsou gramotní v práci s PC, přesto firmy nasazují AI

Why most companies deploy AI before their people are ready

Na volné noze

Na volné noze #49, Dalibor Mráz

On the journey, AI and independent work

NatřiAI

10:14

Co funguje v Praze, nebude fungovat v Ostravě

Why AI adoption differs by region and is not only about money

ČT24

8:34

AI konference & USA AI Action Plan

Live on Czech Television news

Studio POSITIV

1:15:06

Jak AI mění svět práce

How AI is reshaping work & companies

VŠB-TUO

1:28:07

FEI Journal Club, panel o AI

A panel discussion on AI at a technical university

Czech Tech Talks

56:58

Czech Tech Talks #24

ČERNÁ.AI, music & the future of AI

Beyond Reality

52:48

Beyond Reality #10

Every company should find its place for AI

AI v kostce

53:26

AI v kostce #6

The future of trustworthy technology

Patrioti MSK

29:54

ROŽNI #05

AI in business

Česká televize

Dobré ráno, CERNA.AI

AI community & ČERNÁ.AI

VYFÁRÁNO

51:34

Černá kostka, prostor pro studenty i firmy

About Černá kostka, a space for students, businesses and families

AMSP ČR

25:34

AMSP ČR Videopodcast #04

AI for small & medium businesses

Dalibor Mráz

About

Ing. Dalibor Mráz

I work in artificial intelligence as AI Director for mid-sized companies, where I lead AI transformation, development and applied research. With several teams we build specialized solutions for the global market: from pharmaceutical projects and intelligent tools for working with scientific data to custom AI models, for example for large-scale real estate systems.

I founded the non-commercial platform ČERNÁ.AI under Černá kostka, a public contributory organisation. We develop innovation, education and international collaboration in AI in the Moravian-Silesian Region and across the Czech Republic. We connect developers, research institutions, the public sector and Czech changemakers. The goal of ČERNÁ.AI is know-how transfer and AI development. I also grow the AI developers MSK and AI drivers communities.

I hold an engineering degree (Ing.) from the Pan-European University (2024), with a thesis on AI and business models. In 2025 I was named AI Personality, Discovery of the Year.

Partners

WebvalleyImpacteoNa volné nozeČERNÁ.AIAI Drivers

In person

Where we can meet in person

FAQ

Frequently asked questions

Who is Dalibor Mráz and what does he do?

I know what AI can build and what pays off for a company. I’ve spent years in IT development and innovation, and I make sure AI makes sense in a company both technically and economically. I lead AI development projects from idea to deployment and help companies get AI from prototype to production, safely and with measurable ROI. AI adoption takes many shapes: some need a consultation, some a multi-day training, some want me to lead their AI Drivers, others want me to run AI development.

What does working together look like?

I guide small companies through their first AI steps as an external AI director: I find the first AI drivers inside the company, the people who become the link between the company and me, hand them the know-how, and assemble a tailored development team for harder tasks. In mid-size and large companies I lead safe AI development on the platform we built with our colleagues at Impacteo. It usually starts with a one-hour consultation that leaves you with a list of concrete next steps.

Do you work in both the private and public sector?

Yes. In the private sector I lead AI development and acceleration in companies under my own business and serve as AI Director at Webvalley AI. In the public sector I help build AI communities and know-how transfer at Černá kostka, the new building of the Moravian-Silesian Research Library, where I lead the ČERNÁ.AI platform.

What is ČERNÁ.AI?

ČERNÁ.AI is a platform I founded that connects developers, research institutions and AI enthusiasts. It’s the first project of its kind. We build a community, develop our own tools and represent the region at home and abroad. It is the official Moravian-Silesian Region platform supporting AI innovation and education.

How much does a consultation cost?

An AI consultation costs CZK 2,300 per hour excl. VAT. I like getting straight to the point: I’ll send you 5 specific questions and you’ll leave the one-hour call with a list of next steps. For longer-term cooperation and AI development the price depends on scope.

What is an AI Driver and the AI DRIVERS community?

An AI Driver is someone who pushes for AI inside their company. They don’t have to be in IT or hold a degree, we hand them the know-how. I defined this concept and lead the AI DRIVERS community around it: free to join, connecting drivers from all over Czechia, with weekly online meetings from October 2026 and 1:1 consultations with experts.

Do we need developers for an app, or can we manage with AI ourselves?

I won’t promise you can build just any app in-house. I’ll take you as far as your team’s capacity and secure development principles allow, and many AI projects can be handled by an enthusiastic accountant or project manager I give the know-how to. But some applications need reliable infrastructure and a stable foundation. For those I’ll put together a team of seasoned AI developers.

Where and in which languages do you work?

I’m based in Ostrava and help companies across the Czech Republic and abroad. I deliver projects for Czech and international clients, and work in Czech and English.

How can your company grow with AI? In one hour you’ll have a clear picture and a plan

Expect a brisk one-hour call that leaves you with a step-by-step checklist. It’s up to you whether you walk it with me.

CZK 2,300excl. VAT
Contact