Privacy principles
FutureSteps AI is designed around parent consent, data minimization and clear separation between planning guidance and official admissions decisions.
Information used
The pilot may process student academic information, interests, activities, goals, family budget ranges and parent contact details solely to create and improve the requested roadmap.
Student protection
Production deployment must include verified parental consent, role-based access, encryption, retention controls, deletion workflows and country-specific legal review before serving minors at scale.
AI use
Structured rules and curated data drive calculations. AI may explain the results, but it must not invent requirements or guarantee admission, funding, visas, licensing or employment.
Readiness and integrity signals
The optional planning baseline may record disclosed interaction signals such as duration, tab changes, window focus and copy or paste activity. It does not use a camera, microphone or hidden screen recording.
Pilot limitation
This starter policy is not a substitute for legal counsel. It should be localized for UAE, GCC and every expansion market before launch.