4Anatropi
We are doing
Anatropi 4 you
Anatropi (from the Greek anatrópē — reversal, upheaval, change of direction) signifies a conscious, strategic shift leading to a new operating model and a future-oriented organizational order.
01
Beyond
human limits.
Leading to a new operating model and a future-oriented organizational order.
02
Beyond
business as usual.
Architects of strategic transition toward AI-driven, robotics-enabled enterprises.
03
Let's Talk About
the Future.
The future doesn't ask permission. But you can be the one who shapes it.
About
Architects of Tomorrow
4Anatropi supports organizations in their strategic shift toward AI-driven, robotics-enabled and intelligently designed enterprises.
We deliver end-to-end transformation — integrating structure, technology, and financing to operationalize change at scale.
Our approach begins with rigorous organizational and cultural due diligence, identifying where AI and humanoid robotics can augment, redesign, or optimize roles, processes, and embedded tacit knowledge. We prepare leadership and teams through applied workshops and personalized AI agent training to drive successful adoption.
At our core, we design and deploy tailored robotic workstations adapted to specific industrial contexts, alongside psychologically calibrated AI agents. Through our research and emerging technologies laboratory, we transform innovation into deployable solutions — advancing the frontier in humanoid robotics, AI psychology, functional safety standards, and next-generation implementation protocols.
We are not a technology vendor — we redesign how organizations operate in the era of intelligent machines.
Our Heritage
4Anatropi emerged from the strategic convergence of advanced scientific expertise and proven business advisory practice. The venture unites the technological leadership of Professor Tomasz Żabiński — with over two decades of pioneering work in AI, automation, and robotics — with the consulting experience and heritage of the Podkarpackie Business Advisory Center (PCDB), led by Katarzyna Michno.
Funded projects
Financed through national & EU funds
Capital Gained
200M+ EURO for innovation and expansion of our clients
R&D Concepts
innovation project concepts developed
Market Analyses
strategies and internationalization roadmaps
Executive Training
of strategic advisory delivered
Location
Rzeszów, Poland — EU Innovation Hub
We operate within an unique ecosystem of research and technology centers specializing in engineering, IT, AI, and psychology. This multidisciplinary environment enables strong collaboration between science and industry, accelerating the development and implementation of advanced technologies.
Located in southeastern Poland, Rzeszów anchors the renowned “Aviation Valley” — one of Europe’s leading aerospace clusters — and sits along a strategic corridor linking the European Union with Ukraine. Building on the industrial heritage of Poland’s Central Industrial District, the region combines advanced manufacturing capabilities, research excellence, and a strong engineering talent base.
Services
4 Anatropi Modules
Responsible and Effective Organizational Transformation. We don't sell technology. We architect your organization's future — and prepare the people who will thrive in it.
Module 01
Organizational Analysis
“Responsible and effective automation”
A comprehensive diagnostic assessment of your enterprise's automation potential. Before investing in technology, you need clarity on where automation will generate maximum value, which capabilities will be augmented versus replaced, what institutional knowledge must be preserved, and what implementation risks exist.
5-Phase Process
| Phase | Activities | Duration |
|---|---|---|
| Kick-off | Executive workshop: scope, objectives, success criteria | 1 day |
| Role Mapping | Inventory of all positions and processes for automation potential | 2-3 weeks |
| Knowledge Analysis | Identification of tacit and embodied knowledge in critical roles | 1-2 weeks |
| Risk Assessment | Technical, organizational, and human capital evaluation | 1 week |
| Executive Briefing | Presentation of findings and strategic recommendations | 1 day |
Role Mapping & Categorization
Classification of each position by automation potential, task analysis, identification of quick wins, and interdependency mapping.
Tacit Knowledge Identification
Expert interviews, informal decision-making analysis, documentation of undocumented institutional expertise, and knowledge transfer protocols.
Embodied Knowledge Assessment
Physical workstation observation, motion analysis, identification of manual competencies, and human-robot collaboration design.
Robotization Selection Criteria
Prioritization matrix, infrastructure readiness assessment, organizational culture analysis, and phased implementation roadmap.
Automation Risk Assessment
Technical, organizational, and regulatory risk evaluation (GDPR, compliance, labor) with mitigation strategies.
Module 02
Training & Workshops
We support organizations build the competencies required to operate in the era of AI, humanoid robotics and intelligent systems. Training programs combine strategic understanding, practical experimentation and real operational environments.
Intelligent Machines: AI, Robots & Humanoids
Implementing new processing how intelligent machines work and combine their abilities on company business use cases
- ·mechanical operation and configuration of robotic and humanoid systems
- ·programming, control and AI-assisted automation
- ·operational use of robots and humanoids in industrial and organizational environments
Weaponize teams how to operate, program and effectively use intelligent machines.
Industrial Automation Systems
Empower teams on modern automated environments competences.
- ·industrial automation architectures
- ·PLC programming and control systems
- ·integration of automated production environments with robotic and AI systems
We prepare engineers and operators to design, integrate and supervise intelligent industrial systems.
Human–AI Collaboration
Making AI part of everyday work.
- ·Practical use of AI agents and intelligent assistants
- ·decision-making with AI systems
- ·breaking psychological and organizational barriers to AI adoption
- ·implementing Human–AI Interaction Technologies (HAIT) in the workplace
Organizational transformation makes AI tools partners in the work.
Robotics & Humanoids in the Workplace
Preparing people to work safely and effectively with intelligent machines.
- ·safe human–robot and human–humanoid interaction
- ·adaptation of workplaces for robotic and humanoid systems
- ·occupational safety and responsible use of robotics
Module 03
Research Center & Customization
4Anatropi created a research center designed to become internationally recognized in the development and application of advanced technologies at the intersection of artificial intelligence, humanoid robotics and emerging technological systems. Our work combines strong scientific foundations with practical implementation, carried out by a multidisciplinary group of researchers and industry experts working in cooperation with leading research centers and industrial partners.
We develop both proprietary technologies and custom R&D solutions for organizations, translating scientific insight into deployable systems and operational capabilities.
Core Research Areas
Artificial Intelligence & Autonomous Systems
Development of AI architectures, multi-agent systems and decision-support environments for complex organizations.
Psychology of AI & Human–Machine Interaction
Research on trust, cognitive adaptation and effective collaboration between humans and intelligent systems.
Humanoid Robotics & Embodied Intelligence
Design and deployment of humanoid robots and adaptive robotic workstations for environments created for human workers.
Functional Safety for Robotic Systems
Development of safety architectures, monitoring systems and operational standards for safe human-robot collaboration.
Emerging Technologies
Exploration of next-generation automation ecosystems, digital twins and intelligent industrial systems.
Societal Research & Implementation Standards
A key dimension of our work includes interdisciplinary research on the safe implementation of AI and robotics in education, healthcare and industry. We contribute to developing:
- implementation standards for AI and robotic systems
- governance frameworks for responsible technological adoption
- operational models for safe deployment of intelligent machines
Our goal is not only to study future technologies, but to design, test and implement them in real organizational environments, enabling enterprises and institutions to adopt AI and robotics safely, effectively and at scale.
What We Are Working On
Our current research and development efforts focus on advancing safe and practical applications of AI and robotics across industry and society.
Dynamic Safety System for Humanoid Robots
patent pending
Development of a dynamic safeguarding system with active monitoring of the robot’s operational cycle, designed to enhance safety in human-robot collaboration environments.
Intelligent Assistant for Elderly Care
Design of an AI-driven assistant supporting elderly individuals in daily activities, safety monitoring and communication with caregivers.
Standardization of LLM Implementation in School Education
Development of frameworks and operational standards for the safe and effective integration of large language models (LLMs) into educational environments.
1. Analyze & Identify
We assess the organization’s culture, processes and operational environment to identify where AI, robotics and intelligent systems can create real value.
2. Design & Test
We design transformation pathways and develop prototypes or pilot solutions through research, experimentation and real-world testing.
3. Deploy & Scale
Validated solutions are implemented and integrated into the organization, enabling AI-driven, robotics-enabled operations at scale.
Module 04
Grants & Business Advisory
We support corporate clients across the full innovation journey — from product strategy and R&D planning to getting external finance from National and EU Funds, setting up corporate incubators, or conducting technology-driven M&A.
We are not a grant-writing consultancy.
We treat funding as a strategic instrument — enabling innovation, not just subsidizing it. Our work focuses on building credible, fundable, and transformation-driven projects through a structured 3DM approach:
Discovery
defining the innovation concept and aligning it with business strategy
Development
designing R&D agendas, structuring product/process innovations, and engaging partners
Decision
selecting the strongest concepts based on strategic fit, maturity, and ROI potential
Motion
securing financing and launching full-scale implementation
We help organizations design cohesive innovation strategies, build long-term innovation capabilities, and deliver scalable value across capital groups.
€200M+
PLN 567M in secured grant funding (PCDB heritage)
80%
Success rate
Both Sides
Experience as applicant and grant evaluator
Clients
Pioneers Who Don't Wait for the Future — They Build It
We partner with organizations across sectors — from manufacturing and healthcare to public institutions. What unites them: the conviction to envision the future and the resolve to act today.
€200M+
PLN 567M in secured grant funding
350+
Completed investment, R&D, and market expansion projects
25+
Years of combined team experience
Team
The Minds Behind the Transformation
Visionaries who see further — and know how to get there. An interdisciplinary team of scientists, engineers, and strategists combining deep expertise with proven implementation experience.
Tomasz Żabiński, Ph.D.
CEO & CTO
A visionary who has transformed breakthrough concepts into deployed solutions for over two decades and directs the Laboratory of Artificial Intelligence and Humanoid Robots Applications at Rzeszów University of Technology.
- 70+ peer-reviewed publications in AI and robotics
- Decades of research at the human-machine interface
- Member, AI Committee at the Polish Chamber of Commerce
Katarzyna Michno, MBA
Chief Financial Officer & Board Member
An economist and financial strategist specializing in structuring and financing innovation and R&D projects. MBA graduate with over 15 years of experience in strategic consulting, innovation funding, and large-scale investment projects supporting technological and industrial transformation. She works with capital groups, research institutions, and public sector organizations, designing and managing national and international R&D and investment projects. Her expertise covers financial structuring, innovation funding mechanisms, and strategic development of technology-driven initiatives.
- €250M+ in R&D and investment projects structured and financed
- 15+ years in innovation strategy and technology development consulting
- Project Manager in national and international R&D programs
Mateusz Pomianek, Ph.D
Expert in Humanoid Robotics & Human-Machine Interaction
An engineer-scientist at the intersection of optoelectronics, neuropsychology, and artificial intelligence. Ph.D. in Technical Sciences from the Military University of Technology. He designs and programs perceptual and cognitive architectures for humanoid robots.
- 21 peer-reviewed scientific publications
- 2 granted U.S. patents
- 11 R&D projects, including 2 as principal investigator
Grzegorz Piecuch, Ph.D
Expert in Industrial AI & Embedded Systems
Ph.D. in ICT Sciences with MBA credentials. Architect of intelligent systems that predict failures before they occur. 15+ years of experience at the convergence of automation, AI, and industrial deployment. CEO of R&D Connect.
- 15+ completed implementation and R&D projects
- ~20 scientific publications
- Assistant Professor at Rzeszów University of Technology
Iwo Zmyślony, Ph.D
Expert in Tacit Knowledge & Future-Ready Competencies
Researcher of what AI will never automate — the non-discursive and elusive dimensions of expert knowledge. Host of the "Granice AI" podcast for MIT Sloan Management Review Poland.
- School of Form (SWPS), Design Faculty (ASP Szczecin), University of Warsaw
- Member, Scientific-Business Council, Human For Future Foundation
- Host, "Granice AI" podcast
Paweł Szczęsny, Ph.D
Expert in Cognitive Science & Human-AI Interaction
Psychologist with a Ph.D. in bioinformatics. 25 years at the intersection of science, industry, and science policy. Integrates cognitive science with organizational behavior research in AI-augmented environments.
- ~50 peer-reviewed scientific publications
- Two TEDx presentations
- Polityka Scientific Award
News
Transformation Chronicles
February 2026
Human-Robot Coexistence Laboratory Opens: Where the Future Becomes Operational
We have inaugurated new research facilities in partnership with Rzeszów University of Technology — a space where we validate not only technologies, but fundamentally how people can integrate with them.
Schedule a Laboratory Visit →January 2026
First Polish Enterprise Achieves Full AI Agent Deployment in Production
We have concluded a pilot implementation of autonomous AI agents in a mid-size metallurgical manufacturing company. Results exceeded projections. Productivity increase: 32% (target: 20%). Error reduction: 47% (target: 30%).
The lesson: Technological transformation is fundamentally psychological transformation.
December 2025
New Certification Program: "Decision-Maker of the Future"
We are launching a proprietary executive development program. Components: attention management, high-quality rapid decision-making, accountability frameworks for AI-generated outcomes, and professional identity evolution.
First cohorts: March 2026 · Location: Rzeszów + Online
Join the Waiting List →November 2025
4Anatropi Becomes Strategic Partner for "Factory of the Future" Program
We have been selected as the exclusive technical partner for NCBiR's new "Factory of the Future" program. Total budget: PLN 2 billion (~€440M). Co-financing: up to 70% of eligible costs.
This represents a historic opportunity for European manufacturing. Don't let it pass.
Check Your Company's Program Eligibility →Contact
Let's Talk About the Future
The future doesn't ask permission. But you can be the one who shapes it — rather than the one who merely responds to it.
Direct Contact
4Anatropi
office@4anatropi.plLocation
Rzeszów, Poland — EU Innovation Hub
4Anatropi
4Anatropi Sp. z o.o.
ul. Fryderyka Szopena 35c, 35-055 Rzeszów, Poland
