Polaris is a listening and learning tool that helps schools collect large-scale student feedback on the practices that matter most. Voice-first sessions, actionable insights, and privacy built into every layer.
Up to 10,000
Students recording at one time
Full
School or district analysis
20–60 min
Feedback sessions
Real
Actionable feedback
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.
Full multi-language pipelines — transcribe, translate, and analyze in 50+ languages natively.
Images, video, and drawing — students choose how they express themselves.
Drag-and-drop question flows, branching logic, and template library.
Import your school or district's existing data — teacher surveys, discipline records, test results — and Polaris adds this context to its analysis.
Track how student sentiment and themes evolve over weeks and months.
Create, schedule, and manage hundreds of sessions across schools from one control panel.
Cross-reference insights with demographics. See impact on specific student groups.
Anchor vignettes that add context to quantitative and qualitative data, bridging the gap between numbers and narratives.
Ideas we're exploring that may find their way into Polaris.
Parent visibility into school climate themes — no individual student data.
Guided suggestions and prompts delivered in real time as the conversation unfolds.
Students play interactive games inspired by Jackbox that surface feedback about school processes and experiences.
Students and staff submit photos or videos that feed into the analysis alongside voice and text data.