Demo View — All student names replaced with Student 1–6. Project names and descriptions have been altered. Scores and analysis reflect a real course record.
Interactive Demo

See the AI-Enhanced
Classroom in Action

Five views into the same course data — each designed for a different audience. All student identities are anonymized.

🎓
For Students
Student View
Personalized project evaluations across the Five Pillars. Each student sees their own scores, specific written feedback drawn from session transcripts, a key moment the AI observed, and concrete next steps — not generic advice.
6 student profiles — pillar scores, transcript moments, next steps
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📝
For Teachers
Teacher View
Full class dashboard with per-student engagement arcs, discussion dynamics, pillar performance with student spread, AI-surfaced cross-session patterns, and specific coaching prompts. Shows what a single teacher can’t always catch in real time.
Engagement arcs, discussion share, patterns, coaching opportunities
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🏠
For Parents
Parent View
Plain-language summaries of what each student built, where they shine, where they can grow, a specific moment from class, and three conversation starters to keep the learning going at home. Paired with a personal teacher note.
Per-student summaries — strengths, growth areas, home conversations
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📈
For Administrators
Admin View
School-level KPIs, session-referenced learning milestones, outcome evidence with citations, equity signals, Five Pillar class averages, session quality trends, and replicability documentation for grant review.
KPIs, milestones, outcomes, equity signals, replicability evidence
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⭐
AI-Powered
Class Assessments
After every session: a star rating, what worked, what didn’t, student-by-student snapshots, and a concrete adaptation plan for the next class — synthesized from the transcript by AI within 24 hours.
Session reviews — what worked, opportunities, next lesson plan
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✝ How This Works
Every session is recorded & transcribed
Otter AI captures the full class. The transcript enters the analysis pipeline within hours of the session ending.
AI analyzes — the teacher responds
The AI surfaces engagement patterns, comprehension signals, and coaching opportunities. The teacher reads the report and decides what to do. The human is always in the loop.
Students are never identified to the AI
Student identities and voice signatures are anonymized before any transcript enters the analysis pipeline. No name, image, or identifying detail ever appears in AI output.
Evaluations are personalized & gated
Each student receives a unique access code to view only their own evaluation. Teacher and admin views require a separate password. Nothing is accessible without authentication.