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GM Teknoloji
R&D & Impact

Technology to help understand people better, not to classify them

We treat the technology we build not as a tool that reduces a student to a single result or decides on their behalf, but as a structure that helps observe development and support institutions’ evaluation processes.

Human oversight

The system does not decide in place of institutional experts. Indicators are evaluated with a qualified interpreter.

Data minimisation

Only data necessary for the purpose is processed; raw movement data is not stored permanently.

Transparency

The user and institution can understand which data is processed and why; stealth measurement is clearly disclosed.

Age-appropriate design

The experience of children and young users is designed appropriately for their age; child assent is observed.

No labelling

The student is not placed in a fixed category; the language is developmental and probabilistic, not a definitive judgement.

Responsible access & security

Role-based access, deletion and retention processes and security controls are essential; data is kept domestically.

This approach is carried out together with our KVKK compliance roadmap, TÜBİTAK-supported research-ethics requirements and principles for the protection of children’s data.

Let’s evaluate our responsible data approach together.

Talk to our team about ethics, privacy and data security.