Mara7el Eye: An Intelligent Supervisor for a Safer, More Personalized Learning Experience
An intelligent agent that joins live sessions inside the Mara7el platform to support child safety, session-quality oversight, and personalized educational follow-up. It works alongside specialists and administrators; it does not replace teachers, specialists, clinical judgment, or human safeguarding decisions.
Active during scheduled live sessions
What Is Mara7el Eye?
Mara7el Eye is an AI agent that visibly joins live sessions held inside the Mara7el platform. In the initial version, it monitors approved session signals such as audio and chat, helping the administration review session quality and identify events that may require human intervention. It also generates administrative post-session reports and learning-support recommendations, without changing a child's plan or making therapeutic or disciplinary decisions autonomously.
How Does Mara7el Eye Support Sessions?
Mara7el Eye works as an assistant to specialists and administrators, helping create more consistent and visible oversight for every session.
Visible Session Attendance
Mara7el Eye joins scheduled live sessions inside the platform as a visible participant named “Mara7el Eye.”
Audio & Chat Monitoring
The initial version focuses on approved audio and chat signals, linking events to the session, participant, and timestamp whenever technically available.
Events Requiring Review
When the approved confidence level is reached, Mara7el Eye creates a red flag and alerts authorized recipients for human review.
Post-Session Reporting
It generates a structured Arabic administrative report covering the child's engagement, general condition during the session, interaction quality, educational progress, challenges, specialist-related observations, and safety events where applicable.
Observation Comparison
It displays Mara7el Eye's observations alongside the specialist's structured post-session report to identify agreements, differences, and areas requiring human review.
Child Safety, Supported by Technology and Human Oversight
Mara7el Eye helps administrators quickly review events that may require attention, such as insults, bullying, shouting, profanity, threats, unsafe child-related content, or inappropriate or harmful conduct by a specialist. Alerts are sent only when the approved confidence level is reached, and all verification, intervention, and external communication decisions remain the responsibility of authorized administrators.
Follow-Up That Helps Understand Each Child's Development
Mara7el Eye can use permitted historical educational records and previous reports to provide recommendations that help administrators and specialists follow each child's needs more personally. Recommendations do not automatically change the curriculum, schedule, student status, or learning plan; they are presented to administrators for an appropriate human decision.
Reports & Analytics Include:
Mara7el Eye Is an Assistant, Not a Replacement for People
We believe in strict ethical standards where AI assists human specialists rather than replacing clinical care.
Clear Privacy and Explicit Consent
Before participating in sessions that involve recording or AI-supported session analysis, explicit consent must be obtained from parents and specialists. Recordings are managed through the existing session system, and access to recordings, reports, and sensitive data is limited to authorized users according to platform policies.
Technology That Supports Specialists and Families
At Mara7el, we use technology to support safety, improve follow-up, and help our team understand each child's journey more clearly—while keeping people at the center of every important decision.
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