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Starlight: The Insight Engine

A window into the evolving world of AI-powered coaching in schools. Discover how educators are using Starlight to reflect, grow, and lead change — one lesson at a time. From classroom stories to strategic insights, we share what we’re learning as we build the future of professional development.

Young Teacher
“I wanted to let you know that the feedback was phenomenal. I can't believe how clever it is and I have tons of ideas to consider now moving forward”

Michal

About 

The Insight Engine is written by Adam Sturdee, co-founder of Starlight—the UK’s first AI-powered coaching platform—and Assistant Headteacher at St Augustine’s Catholic College. This blog is part of a wider mission to support educators through meaningful reflection, not performance metrics. It documents the journey of building Starlight from the ground up, sharing the thinking, challenges, and design choices that shape its evolution. It also explores how AI, when shaped with care, can reduce workload, surface insight, and help teachers think more deeply about their practice. Rooted in the belief that growth should be private, professional, and purposeful, The Insight Engine offers ideas and stories that put insight—not judgment—at the centre of development.

Connect with Us

Whether you have inquiries, ideas for collaboration, or simply want to engage with our content, we’re here to support and connect with you on your journey of learning and growth. If you're curious about how Starlight can enhance reflection and reduce workload, we’d love to show you how it’s already making a difference in classrooms across the UK.

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