educators · institutions

How institutional deployments work.

One-semester pilots, aggregate analytics only, measurement designed jointly with your team. Multi-year deployments after successful pilots.

aggregate only

what we measure

Cohort-level. Not student-level.

We don't provide per-student analytics to instructors — that's a design decision that preserves the pedagogical stance.

cohort activation

Percentage of enrolled students who complete their first Learn session in week 1.

sustained engagement

Average sessions/week/student across weeks 2-14.

aggregate Brain score

Cohort-level weekly average with trend, decomposed by subject taught.

collaborative outcomes

Exam-score lift, DFW rate change, student-satisfaction survey — designed with your assessment team.

per-student dashboards break the tool — see the parent-privacy stance

Pilot structure

A standard pilot lasts one semester. You provide the student cohort (typically 10-200 students). We provide the platform, the onboarding materials, and a dedicated point of contact.

Governance and privacy

Student data lives in a partitioned tenant. FERPA-compatible defaults. Data is not used to train models. Full data-processing agreement available on request.

Multi-year deployments

Successful pilots convert to multi-year deployments. Contact edu@brainback.app to start the conversation.

institutional inquiries

Email edu@brainback.app.

Cohorts 10-200. FERPA-compatible. DPA available on request.