The Artificial Intelligence and Adaptive Systems Research Group at Maynooth University designs and builds intelligent systems that adapt to how people learn, work, and make decisions. Our research focuses on developing AI-driven platforms that operate in real-world environments, delivering measurable impact across education, employability, and organisational performance.
At the core of the group is a focus on adaptive intelligence—systems that respond to human behaviour, personalise interaction, and continuously improve outcomes through data-driven feedback.
From Learning to Work: AI Systems for Real-World Impact
Our research spans the full lifecycle of human capability—from learning and development through to real-world application and performance.
Research Themes
- Artificial Intelligence and Adaptive Systems
- Personalised Learning and Pedagogy
- Employability, Skills, and Workforce Development
- Human-Centred Intelligent Systems
Flagship Platforms and Projects
The group develops and deploys a range of AI-driven platforms that translate research into real-world impact:
- MetaNode – AI-driven workflow intelligence and organisational systems
- STUDI – AI-supported academic learning and pedagogical intelligence
- EngageSLT – Intelligent speech and language therapy systems
These platforms serve as both research testbeds and deployed systems, supporting collaboration with industry, education providers, and public sector organisations.
Research to Impact
A central focus of the group is the translation of research into impact through: - Scalable platform development
- Industry collaboration and partnerships
- Applied research in real-world settings
- Publications, patents, and commercialisation
Collaboration
We welcome collaboration with academic researchers, industry partners, postgraduate students, and organisations interested in artificial intelligence, learning systems, and real-world impact.
The group is particularly interested in partnerships that support innovation in: - Education and learning systems
- Workforce development and skills intelligence
- Intelligent and adaptive systems