From research to product, from product to meaningful impact
GM Teknoloji brings together game design, education sciences, software development, statistics and data analysis in an interdisciplinary product development process.
Research Approach
Product development through interdisciplinary research
Research areas
- Education sciences
- Game design
- Psychology & behaviour
- Statistics
- Data analytics
- Software engineering
- User experience
Method approach
- Literature review→
- Expert opinion→
- Content mapping→
- Data analysis→
- Pilot→
- Improvement→
- Re-validation
ArchiveSkills
ArchiveSkills is an R&D project contributing to the development of GeniusMethods’ game-based behavioural observation and data analytics foundation.
Unrealised goals are not presented as “completed”.
- Starting point of the project
- Problem to be solved
- Research & technical goals
- Game-based task structure
- Behaviour data & reporting foundation
- Contribution to GeniusMethods
Pilot Studies
We validate the product under real usage conditions.
Purpose of the pilot
- Usability
- Technical performance
- Task clarity
- Institutional process
- Data quality
- Usability of reports
Pilot types
- Internal validation
- Limited student pilot
- School pilot
- Institutional pilot
- International localisation pilot
Children’s identities, school names or sensitive results are not published without permission.
Ethical & Responsible Technology
Technology to better understand people, not to classify them
Human oversight
The system does not decide in place of institutional experts.
Data minimisation
Only data necessary for the purpose is processed.
Transparency
It should be clear which data is processed and why.
No labelling
Results are not presented as a fixed identity or definitive judgement.
Let’s talk about academic and technology collaborations.
Contact our team for joint research, validation and pilot studies.