Lukáš Orčík
Enterprise AI Ecosystem Architect
“Compliant by Design. Scalable by Architecture.”
Transform your company into an autonomous organization. From legally compliant AI agents to MCP protocol integration. Ready for EU AI Act 2025.
What you get from me
Certainty & Stability
Robust infrastructure that handles even big data loads
Fast Results
Working prototype in a fraction of typical development time
Business Understanding
I care about your profit, not code for code's sake
About Me
Most companies today want AI but don't know how to approach it. They often run into "experts" who just install ready-made plugins. I approach technology differently.
My background is not just in programming, but also in academic research (VŠB-TUO) and working with Big Data for major players (e.g., telecommunications projects). I understand what's happening "under the hood" of neural networks.
My goal is to take these advanced technologies and build tools that will make your company money tomorrow.
Why work with me?
- Science in Practice: My know-how comes from real AI and neural network research.
- Big Data Experience: I know how to handle sensitive and large volumes of data securely.
- Technological Agility: CloudNative approach means zero server worries and full automation.
Key Facts
Years of Experience
20+
Completed Projects
30+
Satisfied Clients
30+
AI Workforce as a Service
Deploy fully autonomous departments that work 24/7 under your supervision
- 01
Autonomous AI Departments
Entire accounting department, legal team, or customer support as AI agents. Deterministic workflows with checkpoints and Human-in-the-Loop control. Full transparency and auditability.
- LangGraph orchestration
- Supervisor pattern
- Human-in-the-Loop
- Full auditability
- 02
MCP & Enterprise Integration
Model Context Protocol as a universal connector between AI and your systems. Reusable skills that work with Claude, GPT, and open-source models. Plug-and-play.
- MCP servers
- Agentic RAG
- PydanticAI validation
- Private LLM (DeepSeek)
- 03
Browser Automation & Scraping
Next-gen scraping with computer vision. The agent 'sees' the page like a human – no CSS selectors, no maintenance when layouts change. Resilient solution.
- Browser-Use + Vision
- Self-healing agents
- No selector maintenance
- Scalable to thousands of URLs
- 04
EU AI Act Compliance
Compliant by Design. We build AI systems that meet European regulations from day one. Readiness audit, AI literacy training, risk classification.
- AI Act Audit
- Risk Classification
- Employee Training
- Documentation & Reporting
Skills & Technologies
Overview of technologies and tools I work with daily
AI Agents & Orchestration
LLM Models
Cloud & Infrastructure
DevOps & Automation
Programming
Big Data & Databases
Web Development
Case Studies
Real results I've achieved for my clients
Autonomous Accounting Agent
Challenge:
Monitoring constant legislative changes and manually checking thousands of documents against new laws.
Solution:
Multi-agent system with LangGraph orchestration and Supervisor pattern. Nonstop legislative monitoring with automatic document validation and Human-in-the-Loop approval.
AI Market Intelligence Scraper
Challenge:
Need to monitor competitor prices and trends across thousands of websites without constantly writing new scrapers.
Solution:
Autonomous scraper using the Browser-Use model, which 'sees' the web and extracts data regardless of changes in site code.
Legislative Guard Agent
Challenge:
Complex process of comparing internal guidelines with new EU regulations.
Solution:
Agentic RAG with DeepSeek R1 for deep legal reasoning. Agent analyzes conflicts between new legislation and internal policies, generates Gap Analysis and proposes specific text changes.
Frequently Asked Questions
Answers to the topics you are most interested in regarding AI and cloud.
I help companies avoid being overtaken by competitors with better technology
While others just lecture about AI, I build concrete tools that save companies hundreds of hours monthly. I have academic research and telco data work behind me – I can guarantee that what I build will work stably and securely.
Contact Me
Have a project or question? Don't hesitate to reach out.
Location
Olomouc
Orcik Tech s.r.o.
Jakoubka ze Stříbra 781/44, Nové Sady, 779 00 Olomouc
Registered at: Krajský soud v Ostravě, C 80619/KSOS