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Guide for school leaders: successfully piloting Flint

The ultimate guide for schools starting Flint pilots—with tips for set-up, metrics to strive for, and ideas for getting teacher buy-in.

Updated October 6, 2026

A pilot gives you a controlled way to test Flint's impact before you roll it out to everyone. A well-structured one surfaces best practices, gives concerns somewhere to land, and builds teacher confidence before the whole staff is watching.

Setting up your pilot

Define your purpose

It's important to align with your school leadership on why your institution wants an AI platform:

  • Students: Enhancing learning experiences and developing AI literacy
  • Teachers: Reducing administrative workload and gaining data and insights into student thinking
  • Administrators: Providing oversight and measuring educational impact

Successfully integrating AI requires patience and persistence. Even schools that have used Flint for years are still finding new uses for it. When setting up your initial pilot, consider multiple factors including teacher comfort, student readiness, and alignment with educational policies. As you evaluate your pilot, ask:

🤔 Does Flint offer a means for us to fully explore the possibilities of AI that we currently want to and will it grow with us as we grow?

Meaningful technology integration is a journey, not a destination. The Campfire session recordings below cover this guide with other school leaders, who share what their own pilots were like.

Additional resources