Institutional / Education Sector Overlay
Institutional workflow overlay with minimized personal data by default. Outputs remain fixed: PDF, PNG, Structured data export (JSON).
Good fit
Good fit: internal academic and administrative handoffs.
Not for
Not for: official accreditation or truth guarantees.
Risk tier
Medium-risk
Keep exported proof materials and independent record retention. Assisted/manual review may be recommended for sensitive institutional workflows.
Use boundary
Some institutional or jurisdiction-specific uses may require additional review or may be unsupported. Vraimony does not claim accreditation or official transcript validation.