Traceable Evidence
Every insight is explainable. Evidence-Centered Design (ECD) links metrics to rationale, confidence, and conversation quotes that justify the score.
Explainable outcomes
Competency scores always link back to rationale and quotes.
Role-based access
Students see their own evidence, instructors see assigned cohorts.
Evidence you can trust
No black boxes — every insight is verifiable.
How it works
Transparency by design
Evidence links follow a consistent pattern across dashboards so stakeholders always know where insights come from.
Evidence-centered design
Scores always map to observable evidence and the tasks that produced it.
Role-based transparency
Students, instructors, and facilitators each see the evidence they need.
Audit-ready trail
Exportable evidence supports program review and accreditation.
Where you see it
Inside the product
Privacy and access
Student privacy
Students see only their own evidence and conversations.
Instructor scope
Instructors access evidence for assigned cohorts only.
Facilitator oversight
Learning facilitators can review and export cohort evidence.
FAQ
How far back does evidence go?
Evidence is tied to assessment conversations and persists with the assessment history.
Can evidence be exported?
Yes, evidence panels support export for reporting and accreditation needs.
Is the evidence explainable?
Rationale and confidence scores explain why each rating was assigned.
Outcomes
Scope & limits
Evidence depends on assessment coverage and accessible conversations. Some drill-down paths still require alignment.