Products & Solutions

Below you will find our core offerings, spanning cutting-edge R&D projects, ready-to-deploy AI solutions for businesses, an in-depth quantum computing course, and Mentor Lumen — our AI-powered platform for personalized learning

R&D & Engineering
AI solutions
Education
Mentor Lumen
Consulting
R&D & Engineering

Strategic Research & Applied Engineering for Quantum-AI Business Transformation
 Our R&D division combines deep scientific research with applied engineering to deliver practical, high-impact solutions in three core areas:

‍

▸ Quantum Computing

We develop quantum-enhanced algorithms and hybrid models tailored for real-world challenges:

  • Analysis of Big Data Through the Synergy of Quantum Algorithms and Artificial Intelligence
  • Optimization in logistics and manufacturing using quantum-inspired heuristics

  • Simulations of complex systems for pharmaceuticals and energy

  • Support for quantum-readiness transition in IT architecture

▸ Machine Learning

From foundational research to deployment-ready models:

  • Design of adaptive ML frameworks for demand forecasting, recommendation engines, and behavioral analysis

  • Custom LLMs and domain-specific agents trained on enterprise datasets

  • Integration with edge devices and IoT systems for real-time intelligent decisions

▸ Cybersecurity

A specialized unit focusing on post-quantum cryptography and AI-powered threat detection:

  • Development of quantum-resistant encryption protocols

  • AI-powered network behavior monitoring and anomaly detection

  • Secure architecture design for highly regulated industries (finance, health, defense)

📈 We’re not just researching the future—we’re delivering it to your business.

AI Solutions

Business-Centric AI Integrations That Scale and Adapt
 Our AI Solutions unit delivers fully customized, production-ready systems tailored to your unique workflows and KPIs:

‍

▸ AI agents

AI agents to automate decision-making in operations, finance, and customer service

▸ Natural language interfaces

Natural language interfaces for internal tools and customer interactions

▸ Predictive systems

Predictive systems for churn, maintenance, fraud, and supply chain optimization

▸ ERP/CRM systems

Seamless integration with ERP/CRM systems, APIs, and data lakes

‍

‍

📊 Let AI do what it does best: accelerate your core operations.

Education

Building the Talent Infrastructure for Tomorrow’s Technology
 We offer modular, research-backed educational solutions tailored for enterprises, universities, and innovation hubs:

‍

▸ “Introduction to Quantum Computing”

“Introduction to Quantum Computing”: A hands-on course with simulators, labs, and use-case modeling

▸ “AI Foundations for Business”

“AI Foundations for Business”: Designed for leadership and tech teams to understand and lead AI initiatives

▸ Data Engineering and AI Stack Workshops

Data Engineering and AI Stack Workshops for in-house upskilling

▸ Customized bootcamps

Customized bootcamps and onboarding modules for enterprises building AI/quantum teams

‍

🎯 Whether you're a university creating a new department or a company

reskilling your team—our content and instructors are enterprise-grade.

PRODUCT: Mentor Lumen

Intelligent Learning Paths for High-Performance
 Mentor Lumen is our AI-powered internal development platform that creates personalized learning paths for every employee—based on personality, cognitive patterns, and goals.

▸ AI-generated development plans

AI-generated development plans with weekly adaptation based on performance

▸ Balancing

Soft-skill and hard-skill balancing for holistic professional growth

▸ Analytics for HR and team leads

Built-in analytics for HR and team leads: skill gap dashboards, learning velocity, burnout predictors

▸ Use cases

Use cases in L&D, onboarding, leadership development, and career pathing

‍

🎓 Already used in corporate and academic settings, Mentor Lumen reduces training costs and increases retention.
‍

🌐 mentor-lumen.com

🚀 Empower your team with the future of learning.

Consulting

Trusted Advisory in Quantum, AI, and Innovation Strategy
 Our consulting division supports forward-looking companies in navigating the complex intersection of AI, quantum, and transformation readiness:

▸ AI and Quantum Readiness Assessments

AI and Quantum Readiness Assessments for internal systems and teams

▸ Strategic architecture design

Strategic architecture design for future-proof enterprise platforms

▸ Pilot projects

Co-creation of pilot projects with risk-minimized scaling strategies

▸ Technology briefings and innovation workshops

Executive-level technology briefings and innovation workshops

‍

We’ve advised organizations in finance, healthcare, defense, and advanced manufacturing—bridging research into deployable value.

Quantum Insights: The Future of Computing & AI

February 9, 2025
Is the AI Era of Pretraining Truly Ending, or Just Evolving?
February 9, 2025
Xanadu Unveils the World’s First Modular Photonic Quantum Computer: Aurora
April 8, 2023
Personal Quantum Computers: What’s Available Today?

Frequently asked questions

What does your R&D team specialize in?
Our Research & Development (R&D) team focuses on Quantum Computing, Machine Learning (ML), and AI-driven solutions to optimize big data, security, and business automation. We conduct cutting-edge research to develop practical applications for industries such as finance, healthcare, and enterprise automation.
How can AI automation improve my business operations?
We design custom AI Agents that help businesses automate processes, reduce costs, and enhance efficiency. Whether it's CRM/ERP automation, predictive analytics, or AI-driven decision-making, our solutions streamline operations, minimize errors, and provide actionable insights.
 What industries can benefit from your quantum and AI research?
Our solutions are valuable across multiple industries, including:

● Finance (fraud detection, risk assessment, post-quantum cryptography)
● Healthcare (predictive diagnostics, AI-driven patient care, medical data analysis)
● Cybersecurity (quantum-safe encryption, intrusion detection)
● Enterprise & Logistics (process automation, demand forecasting, AI-enhanced
supply chain)
‍
If your industry deals with large datasets, security concerns, or process inefficiencies,
we can help optimize your operations with Quantum Computing and AI.
What makes your AI and Quantum solutions unique?
We don’t just build generic models—we develop custom, modular AI solutions that adapt to specific business needs. Our quantum computing research allows us to solve high-complexity problems faster than classical methods. Plus, our AI models are designed to be explainable, scalable, and secure.
How does your personalized learning platform work?
Our Mentor Lumen platform tailors education based on the user's skills, learning
preferences, and progress.
‍
● AI dynamically adjusts content difficulty.
● Personalized learning trajectories are built for each user.
● Real-time feedback ensures efficient skill development.
‍
This adaptive learning model is ideal for universities, businesses, and self-learners looking to master Quantum Computing, AI, and Machine Learning.
What is "Second Brain," and how does it benefit researchers and businesses?
Second Brain is our international knowledge database that connects research in Quantum Computing and Machine Learning. It acts as:
‍
● A centralized repository for global research and insights.
● A collaborative ecosystem for researchers, companies, and educators.
● A knowledge-enhancing AI tool that helps synthesize complex information.
‍
Businesses and researchers can use Second Brain to stay ahead of emerging trends and access cutting-edge insights.
Can you help my company transition to post-quantum security?
Yes! We provide Post-Quantum Cryptography (PQC) solutions to safeguard your data
from future quantum threats. Our experts:
‍
● Assess vulnerabilities in existing encryption systems.
● Implement quantum-resistant algorithms.
● Future-proof your infrastructure for the post-quantum era.
‍
This is crucial for finance, government, and high-security industries that need to ensure long-term data protection.
What educational courses do you offer in Quantum Computing and AI?
We provide a comprehensive course, "Introduction to Quantum Computing," that combines theory with hands-on practice. Topics include:
‍
● Fundamentals of Quantum Mechanics
● Programming with Quantum Algorithms (will be soon)
● Machine Learning (will be soon)
● Interactive virtual labs (will be soon)
   
The course is perfect for developers, engineers, and researchers looking to enter the field of Quantum AI.
How do I integrate your AI solutions into my existing business infrastructure?
We ensure seamless integration of AI-driven solutions with your current software, cloud infrastructure, and workflows.
‍
● Our AI models are API-compatible and can be integrated into CRM, ERP, and custom enterprise software.
● We offer end-to-end support, from assessment to deployment.
● Our solutions scale with your business needs, ensuring future-proof automation.
How can I collaborate with your team or become a partner?
We actively collaborate with businesses, researchers, and universities. Whether you
need:
‍
● A custom R&D project
● AI automation consulting
● A quantum computing research partner
● Educational resources & training
Still have questions?

Can’t find the answer you’re looking for? Please chat to our friendly team.

Contact Us
Become part of our journey

Whether you’re a researcher, investor, or curious mind, your insight and passion are vital to our mission. Follow us to stay informed about upcoming events, breakthroughs, and ways you can contribute to this global community forging a new era of possibility

Contact us

AI Quantum
Tech

Contact us
ai.quantum.tech@pjwstk.edu.pl
Koszykowa 86, Warsaw