Education Use Cases

AI Governance for Education & EdTech

Govern admissions AI, ensure grading fairness, and protect student data with FERPA-compliant audit trails for all education AI systems.

100%
FERPA compliance
$8,500/mo
Full bundle
0
biased grading models
7 products
Included in bundle

The Challenge

⚖️

Admissions AI Bias

AI admissions screening can discriminate against protected classes — DOJ and OCR require fairness evidence.

📝

Grading AI Fairness

Automated grading must be auditable and free from bias across student demographics.

🔒

FERPA Student Privacy

AI processing student records requires FERPA-compliant data governance and access controls.

📊

Learning Analytics

AI-powered learning analytics need explainability to prevent tracking and labeling bias.

01

Admissions AI Fairness & Audit

The Challenge
  • •AI admissions screening discriminates against protected classes
  • •DOJ and OCR require documented fairness evidence
  • •No audit trail for admissions decisions
  • •Disparate impact goes undetected until complaints
The Solution

Deploy real-time bias detection on admissions AI with disparate impact analysis and OCR-ready evidence.

  • Real-time disparate impact on admissions decisions
  • Protected class fairness scoring
  • Audit trail for every admissions decision
  • OCR complaint-ready evidence generation
The Outcome
✓
0
biased admissions
📋
100%
decisions audited
⚡
Real-time
fairness check
🔒
0
OCR findings
02

Automated Grading Governance

The Challenge
  • •Automated grading can be biased across student demographics
  • •No audit trail for how grades were assigned
  • •Students and parents demand grade explainability
  • •No model versioning for grading algorithms
The Solution

Implement bias detection, explainability, and audit trails for all automated grading with model version control.

  • Demographic fairness scoring on grades
  • Explainability for every grade assignment
  • Tamper-proof grading audit trail
  • Model registry with version control
The Outcome
✓
0
biased grading
💡
100%
grade explainability
📋
100%
audit trail
🔒
0
grade disputes
03

Student Data Privacy & FERPA

The Challenge
  • •AI processing student records requires FERPA compliance
  • •No automated detection of student PII exposure
  • •Directory information and education records need access controls
  • •No audit trail for who accessed student data
The Solution

Deploy FERPA-compliant data governance with PII detection, access controls, and audit trails.

  • Automated student PII detection and classification
  • FERPA-compliant access controls
  • Audit trail for all student data access
  • Directory information management
The Outcome
🔒
100%
FERPA compliance
🔍
100%
PII detected
✓
0
privacy violations
📋
100%
access audited

Education Regulations We Help You Meet

FERPA
FERPA
Student education records privacy
Title VI
Title VI Civil Rights Act
Discrimination in federally funded programs
Title IX
Title IX
Gender discrimination in education
ADA
ADA / Section 504
Disability accommodation
COPPA
COPPA
Children's online privacy
State Privacy
State Student Privacy Laws
SOPIPA, FERPA state equivalents

Recommended Products for Education

EdTech Governance Suite
$8,500/mo
Bias Engine — admissions and grading fairness
Explainability Engine — grade and decision justification
Audit Logger — FERPA-compliant audit trail
Consent Tracker — student data rights
Identity Manager — role-based access for educators
Compliance Toolkit — FERPA, Title VI, COPPA
Model Registry — grading algorithm version control
View DetailsAdd to Deployment

Or choose individual products:

Bias Engine
Admissions and grading fairness
$2,000/mo
Add Product
Explainability Engine
Grade justification
$1,800/mo
Add Product
Audit Logger
FERPA audit trail
$1,200/mo
Add Product
Consent Tracker
Student data rights
$1,400/mo
Add Product

Ready to Govern Your Education AI Fairly?

Get started with our EdTech Governance Suite today.

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