AI is grading, screening, and flagging students. AVAAS certifies the AI behind the decision.
Admissions models, automated grading, proctoring, and student-risk scoring increasingly shape who gets in, who passes, and who gets flagged. These decisions affect minors and young adults at formative moments. AVAAS certifies the system at the point it acts on a student.
The decision point in education
In education, the AI acts when it scores an application, grades work, flags a student during a proctored exam, or predicts who is at risk. Many of those decisions land on minors.
When a model shapes a student record or flags them for intervention, the institution owes an explanation, and very often the subject is a child.
What keeps institutions exposed
A model flags a student and no one can explain it
Proctoring and risk models can act on a student without a reason the institution can defend to a family or a regulator.
The model disadvantages a protected group
Title VI and Title IX exposure attaches when admissions, grading, or discipline models correlate with protected characteristics.
You are deciding about children
FERPA governs student records, and automated decisions about minors invite heightened scrutiny. The bar for defensibility is higher.
Evidence the system treats students fairly
Does the model disadvantage a protected group of students?
Five structurally independent validators test for demographic disparity using causal attribution.
Can the institution explain why a student was flagged?
AVAAS evaluates whether the system produces specific, accurate reasons rather than an unexplained score.
Is the certified system the one in the classroom?
Sealed deployment verification confirms the model students encounter is the one that was certified.
You get documented, third-party evidence that the system treats students fairly and explainably, which matters most when the subject is a minor.
Related AVAAS coverage: California ADMT · GDPR Article 22. Or run the free Regulation Checker to see what applies to you.
See where your education AI creates liability.
Tell us where AI touches admissions, grading, proctoring, or risk scoring, and we will scope an AVAAS certification to the exposure.
Ready to start now? Certify Your AI → or email [email protected]