
Empower Educators with Data Insights
A Web-Based Application for Schools’ Secure AI Usage and Data-Informed Decisions for Education.
Intuitive AI Literacy Education
Beyond learning how to use the AI, just by clicking your message, you instantly get detailed scores and feedback to improve your AI prompting skills.

Tackle Real Problems.
The project interviews the real stakeholders and locates the real problems to be tackled.
AI Over-Reliance Threatens Learning
Excessive dependence on AI for assignments erodes critical thinking and problem-solving skills, raising concerns about academic integrity and student development.
Unsafe AI Environments Endanger Students
Unregulated AI tools expose students to misinformation, deepfakes, and data breaches, with 23% error rates and rising privacy risks in educational settings.
AI Literacy Drives Career Success
Mastering AI ethics and application boosts employability—AI-literate individuals see 45% higher income growth and improved critical evaluation skills.
Student Data Faces Commercial Exploitation
96% of EdTech apps share student data with third parties, often without consent, increasing risks of surveillance, identity theft, and unauthorized AI training.
Schools Lag in Data-Driven Decisions
Most schools fail to leverage student data, resulting in ineffective interventions and higher dropout rates, especially among marginalized groups.
AI Adoption Surges Among Students
Over a quarter of teens now use AI tools like ChatGPT for homework, outpacing faculty confidence in students’ ability to assess AI-generated content.
Solution with Technology
We will solve the key problems by providing a web-based platform.
Multi-Modal Custom AI Chat
Engage with AI using text, voice, and file uploads, enabling flexible, inclusive, and context-rich support for diverse learning needs.
One-Click Prompt Scoring
Instantly assess and improve AI prompt quality with actionable feedback, empowering students to build measurable AI literacy skills.
Custom Branding and Domain
Schools can fully customize the platform’s look, feel, and content filters, ensuring alignment with their educational philosophy and institutional identity.
Custom Bot Deployment
Deploy specialized AI assistants tailored to school-specific curricula, policies, and student groups, delivering context-aware and relevant support.
Student Profile Analytics
Gain deep insights into individual learning patterns, AI usage, and interests, enabling targeted interventions and personalized learning pathways.
Organization-Wide Analytics Dashboard
Visualize and analyze trends across the entire school, supporting data-driven decisions for curriculum development and resource allocation.




Technologies
The platform was built with a set of comprehensive technologies that enable a seamless delivery of values for students and educators.
Front-end
- NextJS for server-side rendering and robust routing
- TypeScript for powerful and type-safe development
- TailwindCSS for design compatibility


Back-end
- Supabase for open source infrastructure
- OpenRouter for AI interactions
- Pinecone for vector embeddings
Data-informed Decision for Schools
The data-informed decision is just a chat away. Data-driven insights help school leaders to truly understand their students, optimize their resources, and strategize their plans effectively.

Pilot Program with
The Harbour School
Knobase is excited to work with The Harbour School for a pilot program to test the effectiveness of Knobase in improving the students’ AI literacy and assist the students with data insights.

People
Good People Lead This Good Project.
Christopher Lee
- Project Owner.
- Co-Founder & CEO, Metalympics
- Serial EdTech entrepreneur from South Korea

Prof. Ruibang Luo
- Project Supervisor
