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 partners with forward-thinking organizations to architect their strategic transition 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 institutional experience of the Podkarpackie Business Advisory Center (PCDB), led by Katarzyna Michno.
Projects Delivered
financed through national & EU Commission funds
Capital Secured
PLN 800M+ mobilized for client growth
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 in partnership with the Laboratory of Artificial Intelligence and Humanoid Robots Applications at Rzeszów University of Technology — a facility where the future becomes operational reality. Positioned in southeastern Poland, Rzeszów anchors the “Aviation Valley” — Europe's largest aerospace industry cluster — providing direct access to advanced manufacturing expertise and a robust engineering talent pipeline.
AI & Humanoid Robotics Laboratory ↗
Services
Four Modules. One Objective.
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 |
Total engagement: 4-6 weeks
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.
Measurable Outcomes
- ·Precise count of roles qualified for automation, augmentation, or preservation
- ·Projected ROI for recommended implementations
- ·Prioritized list of 5-10 pilot areas with highest impact potential
- ·Documented institutional knowledge secured against attrition
- ·12-24 month action plan with concrete milestones
- ·Budgetary framework for each implementation phase
Module 02
Training & Workshops
“Future-Ready Competencies — Today”
A
Humanoid Robot Operations
Audience: Operators, technicians, supervisors
Duration: 3 days (16h theory + 8h hands-on)
Humanoid Robot Operator — Level 1
B
Automated Workstation Operations
Audience: Production personnel, process engineers
Duration: 2 days (12h)
Automated Workstation Operator
C
Comprehensive Automation: Digitalization + AI + Robotics
Audience: Managers, transformation leaders, IT
Duration: 5 days (32h)
Industrial Automation Leader
D
AI Agent Collaboration
Audience: Specialists, managers, knowledge workers
Duration: 2 days (12h)
AI Collaboration Competency
E
Automation-Resilient Skills
Audience: All employees
Duration: 1-2 days (8-16h)
Future-Ready Professional
Delivery Formats
Open Workshops
Training at our laboratory, groups of 8-12
For: Individual professionals, SMEs
In-House Programs
On-site delivery, customized to organizational context
For: Mid-size and large enterprises
Laboratory Immersion
Hands-on sessions with humanoid robots
For: Operators, technicians
Certification Tracks
Comprehensive pathways with examination
For: Professionals building credentials
Train-the-Trainer
Internal trainer certification
For: Large organizations scaling internally
Module 03
Research Center & Customization
“From Concept to Industrial Deployment”
An R&D facility bridging academic research with industrial requirements. We design, test, and deploy automated workstations, personalized AI agents, and integrated solutions — interoperable with existing infrastructure (MES/ERP/SCADA). We operate in partnership with the Laboratory of AI and Humanoid Robots Applications at Rzeszów University of Technology.
Robotic Workstation Design Process
| Phase | Activities | Duration |
|---|---|---|
| 1. Requirements Analysis | Technical specification, constraints mapping, KPI definition | 1-2 weeks |
| 2. Concept Development | Preliminary design, technology selection, cost estimation | 2-3 weeks |
| 3. Prototype Build | Laboratory prototype construction, functional testing | 4-6 weeks |
| 4. System Integration | Client system connection (MES/ERP/SCADA) | 2-4 weeks |
| 5. Pilot Deployment | Testing in client production environment | 4-8 weeks |
| 6. Full Implementation | Production rollout, training, handover | 2-4 weeks |
Total timeline: 4-6 months
AI Agent Personalization
Process Agent
Repetitive task automation
Order processing, reporting, data validation
Decision Agent
Decision support
Procurement recommendations, schedule optimization
Communication Agent
Interaction management
Customer support, employee onboarding
Analytics Agent
Data analysis and prediction
Demand forecasting, anomaly detection
Performance Benchmarks
- Productivity increase20-40%
- Cycle time reduction15-30%
- Downtime reduction25-50%
- ROI achievement12-24 months
Post-Delivery Support
- ·3-month technical assistance after implementation
- ·12-month warranty on delivered solution
- ·Full documentation: schematics, procedures, manuals
- ·Knowledge transfer to maintenance team
- ·MES/ERP/SCADA system integration
Module 04
Grants & Funding
“Financing as a Transformation Enabler”
We are not a grant-writing consultancy. We position funding as an integral component of technology deployment — from concept through application to project execution. Every funded project should drive genuine transformation — not generate reports for the archive.
Funding Sources
| Source | Scope | Co-financing |
|---|---|---|
| NCBiR | R&D projects, innovation implementation | 50-80% |
| EU Funds (FENG) | Automation, digitalization investments | 30-70% |
| Horizon Europe | International projects, breakthrough innovation | Up to 100% |
| KPO | Digital transformation, robotization | 50-85% |
| Technology Credits | Technology innovation implementation | Premium up to 70% |
€125M+
PLN 567M in secured grant funding (PCDB heritage)
80%
Success rate in NCBiR programs
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.
Healthcare
- Specialist Hospital in Jasło
Manufacturing & Industry
- DUET Sp. z o.o.
- Institute of Energetics — CEREL Ceramics Division, Boguchwała
- Yanko Sp. z o.o.
- WSTECH S.C.
- ASTRA POLSKA S.A.
Technology
- ZETO-RZESZÓW Sp. z o.o.
Public Sector & NGO
- Krzywcza Municipality
- St. Martin Bishop and Our Lady of Mount Carmel Parish, Zarszyn
€125M+
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.
Prof. Tomasz Żabiński, Ph.D., D.Sc.
Chief Technology Officer & Board Member
A scientist who transitioned from laboratory to operational reality. An entrepreneur with a successful exit. A visionary who has transformed breakthrough concepts into deployed solutions for over two decades. Prof. Żabiński 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
Chief Executive Officer
A strategist with institutional insider perspective. MBA specializing in innovation. The architect of transformation financing. Katarzyna has operated within EU fund distribution institutions. She understands how evaluators assess applications — and how to construct projects that not only secure funding but deliver genuine transformation.
- Hundreds of millions PLN in secured client financing
- Experience on both sides of the grant evaluation process
- Strategic vision integrating finance with transformation
Dr Mateusz Pomianek
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
Dr Grzegorz Piecuch
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
Dr Iwo Zmyślony
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
Dr Paweł Szczęsny
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
kontakt@4anatropi.plLocation
Rzeszów, Poland — EU Innovation Hub
PCDB — Podkarpackie Business Advisory Center
Podkarpackie Centrum Doradztwa Biznesowego Sp. z o.o.
ul. Lwowska 142/7A, 35-301 Rzeszów, Poland
biuro@pcdb.pl