Product Name: Cognity

Category: AI Education Platform (White-label available)

Core Technologies: Knowledge Tracing AI (CLST), LLM-based AI Agent, Content Agent, Diagnostic/Recommendation Engine

Target Users: EdTech platforms, publishers, content creators, and learning institutions (K-12 education)

Format: API, Web platform integration

Key Features:
- Fast-track diagnostic & recommendation engine
- AI Agents for teachers and students
- Automated content generation (Replication / Generation / Digitalization)
- Personalized learning paths based on user data
- xAPI & LRS integration (global standards compliance)

Cognity is an advanced AI-powered learning solution designed for personalized education.

Built on CT’s proven AI learning algorithms used widely in Korea’s K-12 market, Cognity offers the following key capabilities:

1. Knowledge Tracing AI (CLST Engine):

   • Diagnoses student understanding in real-time and predicts proficiency with 91.5% accuracy.

   • Outperforms Stanford and DKT models by up to 24% in cold start settings.

2. AI Agents for Teachers and Students:

   • World’s first AI agents equipped with knowledge tracing capabilities.

   • Delivers adaptive, context-sensitive guidance beyond generic LLM chatbots.

3. Fast-track Diagnostic & Recommendation Engine:

   • Diagnoses concept mastery with just 6 questions.

   • Identifies prerequisite gaps and provides targeted learning pathways.

4. Content Agent (Automated Question Generation):

   • Replication Agent: Generates similar questions based on original content.

   • Generation Agent: Creates new questions from curriculum and specifications.

   • Digitalization Agent: Converts PDFs into structured digital formats.

   • Achieves up to 90% cost savings and 40% efficiency gains.

5. Engineering & Integration:

   • Integrates with xAPI & LRS for learning data interoperability and analytics.

   • Supports SSO (Google, Microsoft, etc.) for seamless management.

Cognity is the ideal partner for EdTech platforms, publishers, and educational institutions seeking to accelerate their AI transformation.