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AI Compliance for Education

AI in learning environments: student data, assessment AI, and high-risk classification

Education AI that makes decisions affecting access to education is classified as high-risk under the EU AI Act. Student data is subject to FERPA in the US and GDPR's special protections for children in the EU. AI-based assessment, admissions, and monitoring tools face significant scrutiny.

Applicable regulations

EU AI Act — High-Risk Education AI

Critical Risk

Scope: AI used in access to educational institutions or assessment in EU

Full conformity assessment, technical documentation, bias testing for protected characteristics, human oversight, EU AI database registration

Deadline: August 2, 2026

FERPA — Family Educational Rights and Privacy Act

High Risk

Scope: Educational institutions receiving federal funding in the US

Student consent or school official exception for AI vendors accessing educational records, vendor contracts as "school officials," data sharing restrictions

Deadline: Ongoing

GDPR — Children's Data (Article 8)

High Risk

Scope: Processing data of children under 16 in EU (national variation 13–16)

Parental consent for processing children's data, no profiling of children for advertising, enhanced protections, DPIA required

Deadline: Ongoing

COPPA (US)

High Risk

Scope: EdTech serving children under 13 in the US

Verifiable parental consent before collecting data, data minimization, no behavioral advertising, parental access and deletion rights

Deadline: Ongoing

State Student Data Privacy Laws

Medium Risk

Scope: EdTech vendors operating in California, New York, Colorado, and 15+ other states

SOPIPA (CA), NY Ed Law 2-d, and equivalent state laws prohibit targeted advertising using student data, require data security, restrict data sharing

Deadline: Varies by state

What to do first

1

Classify all AI tools used in admissions, assessment, or credential decisions as high-risk and plan conformity assessment

2

FERPA compliance for all EdTech vendors: sign FERPA-compliant data processing agreements

3

No behavioral profiling of children under 16 (EU) or 13 (US) without explicit parental consent

4

AI-generated assessments: implement human review for any grading or credential decision

5

Transparency to students and parents about when AI is used in decisions affecting them

6

Proctoring AI: particularly high scrutiny for bias — test across demographic groups before deployment

Estimated compliance cost

$20,000–$80,000 initial + $8,000–$20,000/year ongoing

Proactive compliance typically costs 3–5× less than post-enforcement remediation.

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Further reading

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