School-Wide Trends

Knobase includes a powerful analytics dashboard that helps school leaders, teachers, and IT teams uncover meaningful patterns in student engagement, AI usage, and learning preferences. This feature transforms everyday interactions into actionable insights—supporting data-informed decisions across academics, well-being, and resource planning.

Click on “Analytics” on the dashboard

🧠 Why School-Wide Analytics Matter ✅ Reveals hidden trends in student interests and learning styles
✅ Helps educators identify gaps and tailor interventions
✅ Supports strategic planning for curriculum and enrichment programs
✅ Empowers schools to move beyond assumptions with real data

⚙️ How It Works

1. Aggregate Student Data

   • Knobase collects anonymized interaction data across all agents

   • Includes prompt types, usage frequency, time of day, and topic interests

2. Visualize Trends

   • Dashboards show patterns like:

     • Most discussed subjects

     • Common confusion areas

     • AI usage by grade level or time

     • Engagement with specific agents (e.g., Debate Coach, MUN Simulator)

3. Generate Reports

   • Quarterly reports delivered to school leaders

   • Includes summaries of student behavior, well-being flags, and academic focus areas

4. Make Data-Informed Decisions

   • Use insights to:

     • Adjust curriculum pacing

     • Expand popular programs

     • Allocate resources (e.g., reduce STEAM kits if interest is low)

     • Plan PD sessions based on teacher usage patterns

💡 Example: Engagement Insights

📌 Use Cases 🧑‍🏫 Teachers: Spot learning gaps and personalize support
🧑‍💼 Leaders: Strategize school-wide initiatives based on real needs
🧑‍🔧 IT/Admins: Monitor platform usage and optimize deployment

🔐 Privacy First All analytics are locally hosted and anonymized. Schools retain full control over data, ensuring compliance with privacy standards and ethical AI usage.