Get AI-Powered Feedback on Your Teaching in Minutes
Record your lessons, and let our AI provide detailed, actionable feedback to help you grow as an educator. Private, instant, and designed by teachers for teachers.
Traditional Observations Fall Short
Most teachers receive infrequent, inconsistent feedback that doesn't help them grow.
Infrequent observations
Most teachers only get observed once or twice a year
Observer bias
Feedback varies significantly depending on who's observing
Anxiety-inducing
Formal observations create stress and don't reflect typical practice
Vague feedback
Generic comments that don't help you know what to change
Popular observation tools often result in minimal variation in ratings between teachers, require extensive training and time demands for raters, and provide minimal feedback for professional development.— Didion et al., Assessment for Effective Intervention (2023)
How AI Feedback Works
Three simple steps to transform your teaching practice
Record Your Lesson
Use any device to record audio of your lesson. No video required, just capture your teaching naturally.
AI Analysis
Our AI transcribes and analyzes your lesson, examining questioning techniques, explanations, and classroom discourse.
Get Actionable Feedback
Receive a comprehensive report with specific, evidence-based suggestions to improve your practice.
Why Teachers Choose AI Feedback
Designed to support your growth without the stress of traditional observations
Instant Feedback
Get detailed analysis within minutes of uploading, not weeks after an observation.
Private & Secure
Your recordings are yours alone. Only you decide who sees your feedback reports.
Consistent Analysis
AI provides objective, consistent feedback every time - no observer bias.
Actionable Insights
Specific suggestions you can implement in your next lesson, not vague generalisations.
Track Your Progress
See how your teaching evolves over time with progressive coaching insights.
Low Pressure
Reflect on your practice without the anxiety of formal observations.
Backed by Research
AI feedback for teachers is supported by rigorous academic studies
Our findings indicate that automated feedback increased teachers' use of focusing questions by 20%.— Demszky et al., Computers and Education (2024)
We find that M-Powering Teachers improves instructors' uptake of student contributions by 13% and present suggestive evidence that it also improves students' satisfaction with the course and assignment completion.— Demszky et al., Educational Evaluation and Policy Analysis (2024)
Starlight's AI is built on the latest educational research and natural language processing technology.
Learn more about our methodology →What's in Your AI Feedback Report
Comprehensive analysis tailored to your teaching context
Every Report Includes:
- Full lesson transcript with timestamps
- Questioning analysis (open vs. closed, wait time)
- Teacher talk time vs. student talk time
- Explanation clarity and scaffolding assessment
- Specific, actionable improvement suggestions
- Progress tracking across multiple lessons
Lesson Toolkit (8 AI Tools)
- Lesson plan generator from your transcript
- Quiz and assessment creator
- Key concepts extractor
- Student summary notes generator
- Discussion prompts creator
- And 3 more productivity tools...
Explore More
Discover how Starlight can support your teaching journey
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CPD Platform for UK Schools
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ECT Support
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Teacher Talk Time Analysis
Measure and improve your classroom discourse balance.
Ready to Transform Your Teaching Practice?
Join thousands of educators using AI feedback to grow professionally. Start with our free Launchpad Programme.
Flying solo as a teacher or tutor? Start a free individual trial