"Our mission is to help schools listen deeply to their communities. Not through a survey, but through real conversations where young people and adults can share what's working, what's not, and what they need. That's deeply personal work. When we use AI to help a school hear from hundreds of students at once, the ethical weight of handling those conversations is something we take seriously. The Common Sense Privacy Seal matters to us because it's external verification that we're doing what we say we're doing, not just building a privacy page and hoping people trust it." — Chris McNutt, Executive Director, Human Restoration Project

From Empathy Interviews to AI-Powered Listening, at Scale

Human Restoration Project is a 501(c)(3) nonprofit that has spent years conducting empathy interviews with students and helping schools restructure classrooms around what they hear. Polaris Education, its product, does that listening at a scale one interviewer never could: schools run sessions where up to 10,000 participants share feedback at once, by voice recording, group discussion, or written response, in their own language. AI then surfaces themes across hundreds of conversations.

Why Privacy Matters Most for the Students Whose Voices Polaris Analyzes

Listening sessions only produce honest answers if the people talking feel safe, and a voice recording carries more identifying weight than a typed survey response ever could. As AI takes on a larger role in analyzing that kind of feedback, students, schools, and families are right to ask exactly what happens to a recording between the moment a student speaks and the moment an educator hears the theme drawn from it. That scrutiny is exactly why privacy protections have to be built into the analysis pipeline itself, not layered on afterward.

How Polaris Protects Student Voices at Every Step

Human Restoration Project's privacy commitments are built into how users interact with the application, not just its product settings:

  • Every student interview goes through a PII removal process before an educator ever sees it.
  • At onboarding, students choose whether to keep their own voice or replace it with an anonymized one. In group recordings, if a single student opts for anonymization, every voice in that recording is changed along with it.
  • Before recording, Polaris requires students to provide opt-in consent through a plain-language walkthrough showing how their data will be used, with equal-weight "Yes" and "No thanks" options. Students can pause, skip a question, or withdraw at any point in the process.
  • Polaris does not allow the selling or transferring of participant data, including in the event of dissolution or acquisition, and Polaris's AI vendors are contractually prohibited from using that data to train their own models.

Recordings are also stored separately from the application database, with access controls enforced per district.

Earning the Seal meant putting that architecture in front of an independent evaluator. Common Sense Privacy reviewed Human Restoration Project's privacy policy, data practices, and product behavior against its rubric, pushing the team to surface, in plain language for parents and educators, third-party sub-processor relationships, retention timelines, and deletion rights that had already been built technically but weren’t added to privacy documentation.

What the Seal Means for Schools

"Privacy isn't something we bolt on after the fact. It's what makes the whole thing work." — Chris McNutt, Executive Director, Human Restoration Project

For a district vetting a new listening tool, that external verification does real work. Human Restoration Project is also an SDPC member, implementing Data Privacy Agreements with districts through the A4L Community's SDPC National DPA framework, giving districts a familiar way to confirm its data commitments before a student ever uses the tool. Layered with the Seal, that combination cuts down on procurement due diligence, gives educators confidence recommending the tool to families, and sets Polaris apart in a market where "AI-powered" and "privacy-protective" aren't always aligned.

Looking Ahead

Polaris's approach to student voice data reflects a broader shift in how edtech can address student privacy: not just as a requirement, but as something built into the product from the start, with student privacy at the center of its design. As privacy law and AI governance keep evolving, that posture, and Common Sense Privacy's ongoing relationship with Seal recipients, are what keep a badge earned once still meaning something years later.

"The Common Sense Privacy Seal matters to us because it's external verification that we're doing what we say we're doing, not just building a privacy page and hoping people trust it." — Chris McNutt, Executive Director, Human Restoration Project

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