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Jakub Kubišta

/ Services / AI Operating System /

AI layer over your operating company

Transforming your company into AI-first mode. Designing the complete system that connects your processes, people, software, and data with an AI layer and AI agents. AI makes decisions, handles tasks, and scales with you.

Knowledge baseAI agentProcessesAI automation

/ Outputs /

What you get from working together

/ Cooperation prerequisites /

  • Your data is in order
  • Your processes are established
  • You use suitable systems
  • You have a designated AI lead

Processes under control

A map of how your company actually runs — goals, systems, processes, data, team, constraints, and risks. The basis for any further decision.

Clear AI strategy

Concrete decisions about what to fully automate, what to leave to a human approach, and when to combine them.

AI has complete, clean data

Definition of the knowledge base — completeness, structure, format, and information aging — sustainable long-term and with minimal overhead.

Control over the project

A staged rollout plan with clear milestones and estimates. You know what's coming when and what you'll get out of it.

Confident delivery

Recommendations of vetted partners from a proven network of 300+ delivery teams. Oversight of the implementation so the result matches the design.

/ Collaboration process /

From understanding to success

It typically runs 3–6 weeks to the first functional layer, then scaling per plan. You always know what's coming next and what you'll get out of it.

01

Initial consultation

Getting to know each other and understanding your current situation. We talk through how your business works, the goals of the engagement, requirements, existing systems, constraints, and what's possible with AI.

Fit assessmentUnderstanding AI optionsPilot offer or partner connection
30 min, free
02

Pilot

Trying out the engagement by reaching a quick result. Identifying an important activity that's repetitive, costly, and easy to automate.

Small-scale automation rolloutCost savings
3–5 working days
03

Engagement setup

Goals, scope, schedule, budget, and terms via a retainer (an agreed monthly hour allocation).

Master agreement
1–2 working days
04

Internal workshop

Selecting a key department that wants to streamline processes with AI. Engaging in a current-state survey. Collecting information about processes, data, systems, the team, and expectations.

AI readiness auditAI rollout briefRisks
3–5 working days
05

Solution design

Analyzing processes, systems, data, team capacity, and risks. Building the knowledge-base design, process map, and process rules. Choosing what AI takes over and what stays with people, including tooling.

Company AI-layer designRollout plan
2–4 working weeks
06

Oversight during delivery

Recommending a partner to build the first AI process. Oversight during delivery and consultation on building follow-up processes per plan.

Live AI processesReview
Depending on process scope

/ Stakeholders /

How we split the work

This isn't a turnkey engagement. Each of us knows what we do — you bring context and decisions, I bring the strategy and connections to delivery partners.

/ Technology /

I work with modern tools

My recommendation depends on how the AI layer is meant to work in your company. The tech stack shifts — what's good today may not be the best choice tomorrow. I choose by the layer, not the hype.

/ Portfolio /

Solutions designed to keep working today

/ References /

Who it already helps

We deployed conversational AI for customer communication — the company sometimes handles thousands of inquiries a day. The team approached it as their own project: the outputs always exceeded expectations. We're planning long-term cooperation and can only recommend.

Jan Rezek

Jan Rezek

Marketing Director · Form Factory s.r.o.

We worked on an AI solution for processing technical documentation connected to customer support. I appreciate the precision and understanding of complex enterprise IT architecture — the result is higher answer relevance and a seamless handoff to human support when needed.

Miloš Šetka

Miloš Šetka

Project Manager · Viessmann

We launched an AI agent for communication with students and applicants. The team was competent and enthusiastic — it showed in the result's accuracy. I appreciate that they listened and responded to our needs along the way, not just to the technical brief.

Marek Kokeš

Marek Kokeš

Head of IT · JAMU

/ F&Qs /

Frequently asked questions

/ Další kroky /

Let's take a look at your processes

30 minutes online, free. We'll walk through your systems, processes, and data — and assess whether your company is ready for an AI layer across the board.