Polaris turns students, staff, and community conversations into instant, actionable insights — data that drives real change instead of sitting in spreadsheets.
One simple plan — $2 per student, per year, for a whole school or district. Includes four reports, all educators, and all families.
Students respond by talking, typing, or discussing in groups — not a 1-to-5 scale.
Theme clustering, sentiment patterns, and safety flags tied to educational research.
FERPA, COPPA, and CIPA compliant. PII removal and voice anonymization built in.
Students speak in their native language with auto-translation for teachers.
All educators and families in the licensed school or district — no per-seat fees.
Search and filter your data whenever you want. No caps on queries or exports.
95%
Privacy Rating
Ranked by Common Sense

Get in touch with us to learn more or set up Polaris.
Prefer to just follow along? Join our newsletter instead.
From transcription to thematic analysis, we listen and learn at a depth and scale never before possible. We believe AI, used thoughtfully, doesn't replace human connection — it creates space for more of it.
Craft targeted questions about school climate, curriculum, belonging, pedagogy, and more — from curated question sets, AI-assisted creation, or built entirely from scratch.
Participants share through group empathy interviews, one-on-one conversations, or text — in their native language, in whatever format feels natural. Sessions run 20–60 minutes.
Students choose images, sketch ideas, and participate through interactive prompts — turning reflection into something hands-on and engaging.
What makes you feel like you belong at this school?
Describe a time a teacher made you feel heard.
Choose an image that represents how your classroom feels.
When was the last time you felt proud of something you did at school?
Record a short video describing your ideal classroom.
What does a good day at school look like for you?
“School feels like a second home when teachers listen.”
Craft targeted questions about school climate, curriculum, belonging, pedagogy, and more — from curated question sets, AI-assisted creation, or built entirely from scratch.
Participants share through group empathy interviews, one-on-one conversations, or text — in their native language, in whatever format feels natural. Sessions run 20–60 minutes.
Students choose images, sketch ideas, and participate through interactive prompts — turning reflection into something hands-on and engaging.
Voice recordings are converted into precise, timestamped text — preserving every nuance of the conversation.
Multilingual conversations are translated into the school’s primary language while preserving meaning and tone.
Harmful or urgent content is identified and escalated to stakeholders in real time.
Filler words, false starts, and non-responses are intelligently filtered to produce clean, analysis-ready transcripts.
Names, locations, and personal identifiers are automatically redacted to protect every participant.
Responses are organized by individual speaker turns, emerging topics, and thematic patterns across the full data set.
Key concepts and patterns surface through agentic processing, enabling deep thematic analysis at scale.
Findings are mapped to published educational research and evidence-based practices, grounding every insight in scholarship.
A comprehensive report surfaces key themes, actionable next steps, and strategic recommendations — every insight linked directly to real student audio.
Educators query the full conversation archive in plain language and receive targeted, audio-backed answers on demand.
Transform findings into action. Design new question sets that dive deeper into emerging themes and continue building a richer understanding of your school community.
We're looking for schools ready to reimagine what student feedback can be. Have a question first?