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A2M: Predict. Guide. Mentor

AI-Powered Student Performance Prediction & Mentoring Model

A2M Model →

Student at Risk →

Artificial Intelligence-driven Gen-Alpha education guidance indicator to craft quality citizens in the Sultanate of Oman | BFP/RGP/ICT/21/271
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What is A2M?

The A2M (ALI-AHMED-MANIC) Model is Oman’s pioneering generative AI-driven system that predicts, guides, and mentors students from school through higher education, empowering better decisions for lifelong success. Designed and developed by the AI Research Centre-NU, it uses robust data analysis and intelligent algorithms to provide valuable insights for students, teachers, and administrators.

A2M Highlights
  • Massive Real Data

    5 Years

    of student data

    600,000

    Students

    9 million

    data points

    5-12

    Grades
  • Future Marks Prediction: Predicts each student’s subject-wise and total scores accurately using AI and ML/DL techniques.
  • Identify At-Risk Students: Early warnings to support students before they fall behind and provide areas of improvement for each student, helping educators design targeted interventions.
  • Compare Past & Future: Clear reports showing historical vs. predicted performance.
  • Connects to BIMANIC: Suggests personalized higher education pathways matched to predicted scores and student choices.
  • AI Mentor & Tutor: Students can
    • Upload PDFs, Word docs, or images
    • Get explanations & clarifications
    • Summarize content
    • Generate MCQs & quizzes
    • Receive one-to-one learning support, anytime.
  • Evaluation of uploaded materials: Evaluation/Examination of Each Uploaded Material to ensure quality and relevance for better outcomes.
  • Institutional Benefits: The model helps schools make informed decisions, enhance teaching strategies, and improve overall student outcomes.
  • Education to Employment: Guides students from school to suitable programs and career pathways — aligned with Oman’s vision for future-ready talent./li>
 

Do you have any questions?

We're here to help!

Email head of A2M: sureshmanic@nu.edu.om

Project Team

BIMANIC is developed by the Artificial Intelligence Research Centre (AIRC) at National University, a national innovation hub dedicated to addressing pressing challenges in education through advanced AI technologies.

NU Team

Dr. Ahmed Hassan Al Balushi
Dr. Ahmed Hassan Al Balushi

Principal Investigator

Dr. Ali Saud Al Bimani
Dr. Ali Saud Al Bimani

Co-Principal Investigator

Dr K.Suresh Manic
Assoc.Prof. Dr. K. Suresh Manic

Co-Principal Investigator

Dr Saleh Salim Khamis Al Araimi
Dr Saleh Salim Khamis Al Araimi

Co-Investigator

Mr. G.Balaji –TCS, India

Research Assistant

MoE Team

Ms. Badwiya Ali Saif Wahaibi

Co-Investigator

Mr. Abdulrahman Humaid Abdullah Al Harthi- DBM dept

Research Assistant

MOHERI Team

Ms Amal Ali Salim Al Busaidi

Co-Investigator

Contact Us

Email: sureshmanic@nu.edu.om
Head AI Research Centre

In collaboration with the Ministry of Education, MTCIT , MOHERI & National University of Science & Technology (Oman).