Starlight - AI-powered teacher coaching

Transform Teaching and Learning with AI Coaching Intelligence 

AI-powered coaching and performance engine for schools, enabling leaders to scale high-quality coaching to every teacher, every week — without adding workload.    

Key Features:

• • Audio Submission System
  • AI-Powered Transcription
  • Intelligent Feedback Engine
  • Feedback Template System
  • Feedback Quality Improvement
  • Progressive Coaching Intelligence

Starlight transforms lesson audio into insight within minutes, delivering coaching feedback, reflection prompts, and classroom resources. 

The Teacher Toolkit generates summaries of learning, misconceptions, retrieval questions, homework instructions, participation logs, recognition ideas, and Tier 2 and 3 vocabulary — plus multilingual lesson summaries for EAL students.

The Constellation Dashboard gives leaders anonymised, real-time analysis of teaching across their school or trust, highlighting strengths and development priorities.

At its core is the STAR model — feedback that’s Specific, Timely, Actionable, and Regular — creating a unified ecosystem that reduces workload, drives reflection, and builds a culture of continuous improvement.

Starlight uses AI to analyse your teaching recordings and provide personalised feedback that helps you: 

• Identify your teaching strengths and build on them
•  Discover growth opportunities in your delivery style
• Track your progress over time with historical insights
• Compare and learn from organisation colleague

Explore how AI-powered feedback supports lesson analysis, CPD, Early Career Teachers (ECT) development, and more for educators:

Starlight Walkthrough: From Upload to Insight 
 

Constellation: the senior leadership dashboard
 

Templates are the quiet engine behind Starlight.  They bring structure, focus, and purpose to your feedback.

Think of a template as a prompt with a purpose. It tells Starlight what to look for in your lesson. Whether it's questioning behavior or classroom climate and how to frame its feedback to give you meaningful insight.

List of default Feedback Templates which you can use, clone, and adapt:

https://starlightmentor.com/resources