Polaris Education
Student conversations, turned into action.

- Role
- Co-founder, lead engineer
- Status
- Active
- Started
- 2025
- Built with
- Next.js, PostgreSQL, LangGraph, Dagster
Traditional school surveys stop at a rating. Polaris is a system where students talk in their own words, by voice, in group discussion with their peers. No checkboxes or rankings.
Common themes surface on their own across hundreds of conversations and these themes are presented to educators in the form of a report backed by real student voices. Educators can chat with an AI agent that has read every transcript and answers in plain English, then get a report with research-backed next steps they can bring to their team.