PreBinary

Secure Independent Private Models

Run secure, independent models with full privacy.

Custom LLMs

Build large language models customized to your needs.

Features based model Section Option

Option to choose different model based on every feature.

Multi-Model Support

Use multiple Generative AI models in one place.

About

AI-Driven Intelligent Learning Ecosystem

A team of professors, researchers, students and AI experts working on development of next-generation AI platform that adapts to specialized domains, integrates diverse intelligence engines, and safeguards information through isolated deployments. Its dynamic configuration empowers organizations to activate the right intelligence capabilities for their evolving needs.

Smarter Learning Experience
Data-Driven Administration

AI-Enhanced Teaching Tools
Unified Intelligent Ecosystem

Read Mission Statement

PreBinary: Redefining learning with AI

Core Features

Main features, but are not limited to:

Features for Faculty

LLM Backed

Dual Mode Exam Creator

Design assessments for online or in-class use.

Privacy Preserved

Grading Assistant

A new smart way of Online Learning with the effevtive use of AI

LLM Backed

ReInvented Online Learning

Completely new way of online teaching.

LLM Backed

RAG System

AI-driven retrieval for smarter teaching resources

Privacy Preserved

Research Proposal Writing Assistant

AI aid for drafting, feedback and refining proposals.

GenAI Powered

Accessibility Hub

Inclusive tools for diverse learning needs for digital content.

Features for Students

LLM Backed

Exam Preparation

Adaptive practice powered by AI and LLM insights.

GenAI Powered

Reinvented LMS

A new smart way of Online Learning with the effevtive use of AI

LLM Backed

STudent Wellness Hub

Tools to access and support mental and academic wellbeing

LLM Backed

Student Advisor

Personalized academic and career guidance

Features for Admin & Staff

LLM Backed

Proposal Review

Streamlined evaluation of academic submissions.

GenAI Powered

Staff Training

AI-guided learning for professional growth.

LLM Backed

Reports Assessment

Automated rubric-based performance analysis

LLM Backed

RAG System

Knowledge retrieval for efficient operations.

Our Valued

COLLABORATORS AND SPONSORS

Collaborators

Dr. Ghazanfar Latif
Computing Science Department

Thompson Rivers University, Canada

Collaborators

Dr. Jaafar Alghazo
Software Engineering Department

University of Minnesota, USA

Collaborators

Dr. Nazeeruddin Mohammad
Cyber Security Department

The University of Adelaide, Australia

Collaborators

Dr. Runna Alghazo,
Department of Education

University of North Dakota, USA

Non-Profit Sponsor

Canadian Association for Artificial Intelligence and Future Studies

Sponsor

Inspire Academic Press Inc.,
Canada

Future of Education

The future of education lies in human-centered, AI-driven ecosystems that blend intelligence, personalization, and inclusivity. Students will gain deeper knowledge through adaptive preparation, wellness support, and smart advising.

Faculty will harness AI-powered tools for assessment, research, and accessible teaching.

Administrators will streamline operations with intelligent systems for training, proposals, and reporting. Together, these innovations will redefine learning as a seamless, supportive, and transformative experience for all.

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Our Mission