Institutional pilot layer · demo environment

School Pilot Governance Console

A visible model for roles, consent, classroom structure, adaptive event history, and learner data controls before a real school backend is connected.

DEMO DATA ONLY
Sensory Star Demo School
Organization
Demo Classroom
Classroom
granted
Consent
2
Adaptive events

Role simulation

This is not authentication. It demonstrates the permissions model that production auth should enforce.

Active demo role: School Admin

Pilot classroom structure

Demo Classroom
Educator: Demo Educator · learners: 1 · organization: org-demo

Production version should scope every classroom query by authenticated organization membership and role.

Guardian consent record

Guardian: Demo Guardian
Status: granted
Scope: learning-progress · sensory-preferences · adaptive-recommendations
Updated 10/25/2026, 11:39:50 AM

Learner data lifecycle

A school-ready system needs explicit export, retention, revocation, and deletion pathways—not hidden database behavior.

Production deletion must be authenticated, auditable, scoped, and reconciled across backups/retention policies.

Adaptive event ledger

Why the system changed what it showed

latest 8 demo events
classroom.assigned
10/25/2026, 11:39:50 AM
classroomId: class-demo
recommendation.shown
10/25/2026, 11:39:50 AM
Reason: Logic mastery is below current stage target and visual format is preferred.

Production boundary

This console demonstrates the shape of a compliant pilot workflow, but it is intentionally local-only. Real deployment still requires secure authentication, encrypted server-side storage, organization tenancy, verified guardian consent, audit logs, retention policies, access reviews, incident response, and district-specific legal/privacy review.