From evidence to support—not labels.
This chain makes every inference, approval, handoff, and safeguard visible. AI may organize evidence and draft hypotheses; people validate causes and authorize action.
Follow the decision.
Choose a stage to inspect its people and non-negotiable guardrail, then open a role experience to see bounded access and authority.
Everyone contributes. Access stays bounded.
Operational staff and community partners can share essential context without receiving broad access to student records.
All stakeholders
Students, families, educators, operations, safety, athletics, IT, leaders, and partners contribute through tailored prompts.
School teams
Verify themes, correct assumptions, preserve dissenting views, and connect support.
Central office
Review equity, privacy, policy, resources, configurations, and cross-school patterns.
Superintendent / designee
Approves policy-level configuration while IT implements and audits technical controls.
No automated high-impact decisions
Discipline, placement, eligibility, admission, scholarship, and opportunity decisions always require an authorized person, evidence, explanation, correction, and appeal.
Local workflow, visible consequences
Roles, approval order, cadence, languages, intervention thresholds, and escalation contacts can change. The impact preview and audit requirement cannot disappear.