TechTelligence · Higher Education Governance

EDU Responsible AI
Verification Platform

A comprehensive multi-principle framework for assessing, verifying, and governing responsible AI use across higher education institutions. Built for provosts, faculty senates, research offices, institutional leaders, and regulators.

9 Active Principles
430+ Governance Questions
8 International Frameworks
Higher Education Focused
5 Views Per Principle
EU AI Act 2024 GDPR / UK GDPR NIST AI RMF 1.0 FERPA · HIPAA ISO/IEC 42001 UNESCO AI Ethics OECD AI Principles UAE AI Strategy · PDPL
Select Your Institution Type
K–12 Schools
K-12 Education
Responsible AI verification for primary and secondary schools, covering students, educators, and administrators from Pre-K through Grade 12.
9 Active Principles 419+ Questions Pre-K – Grade 12
Open Platform →
Higher Education
Universities & Colleges
Responsible AI verification framework for universities, colleges, and research institutions covering faculty, students, researchers, and academic integrity.
9 Active Principles 430+ Questions Undergraduate – Doctoral
Currently Viewing → ACTIVE
Governance-Grade Coverage
9 principles spanning legal, ethical & operational AI risk
430+ Curated Questions
Mapped to EU AI Act, NIST AI RMF, ISO 42001 & UNESCO standards
8 International Frameworks
EU · USA · UAE · UNESCO · OECD — cross-jurisdictional alignment
Your Progress 0 / 9 principles explored
Active Principles
ACTIVE
HE AI TRANSPARENCY
Ensure AI systems in higher education are openly disclosed, explainable, and understandable to students, faculty, researchers, and governing bodies. Covers AI-generated content disclosure, admissions algorithms, and research AI tools.
Six-Pillar Framework 34 Governance Questions EU AI Act · GDPR · OECD
Admin Full checklist + interpretations
Self Assess Institution inputs
Review Assess submitted results
Generate Report Full visual governance report
View Checklist All 34 questions — read only
ACTIVE
HE AI ACCOUNTABILITY
Ensure clear responsibility, oversight, and remediation for AI systems used in higher education. Covers senate governance structures, IRB oversight, provost-level accountability, and research integrity board obligations.
Seven-Pillar Framework 50 Governance Questions ISO/IEC 42001 · NIST AI RMF
Admin Full checklist + interpretations
Self Assess HE institution inputs
Review Assess submitted results
Generate Report Full visual governance report
View Checklist All 50 questions — read only
ACTIVE
HE AI SECURITY & DATA PRIVACY
Protect student, faculty, and research data, enforce encryption and access controls, and govern AI vendor privacy obligations across the full HE AI lifecycle including research data and clinical records.
Seven-Domain Framework 42 Governance Questions GDPR · FERPA · UAE PDPL · ISO 27001
Admin Full checklist + interpretations
Self Assess HE institution inputs
Review Assess submitted results
Generate Report Full visual governance report
View Checklist All 42 questions — read only
ACTIVE
HE AI HUMAN & SOCIAL WELLBEING
Ensure AI systems in higher education protect and promote the mental, emotional, social, and academic wellbeing of every student, faculty member, and researcher across the campus community.
Seven-Pillar Framework 50 Governance Questions UNESCO · WHO · UNICEF
Admin Full checklist + interpretations
Self Assess HE institution inputs
Review Assess submitted results
Generate Report Full visual governance report
View Checklist All 50 questions — read only
ACTIVE
HE AI IN TEACHING, LEARNING & RESEARCH
Ensure AI systems genuinely amplify faculty professionalism, student agency, and research integrity through HITL workflows, academic integrity frameworks, AI-assisted research governance, and equitable access.
Six-Domain Framework 44 Governance Questions AAUP · UNESCO · QAA · UDL
Admin Full checklist + interpretations
Self Assess HE institution inputs
Review Assess submitted results
Generate Report Full visual governance report
View Checklist All 44 questions — read only
ACTIVE
HE AI FAIRNESS
Ensure AI systems treat all students, faculty, and researchers equitably regardless of race, gender, disability, or socioeconomic background. Covers admissions AI bias, algorithmic grading fairness, and research equity.
Eight-Domain Framework 41 Governance Questions EU AI Act · ADA · Title IX
Admin Full checklist + interpretations
Self Assess HE institution inputs
Review Assess submitted results
Generate Report Full visual governance report
View Checklist All 41 questions — read only
ACTIVE
HE AI BIAS, PARITY & SOVEREIGNTY
Govern algorithmic bias testing, performance parity monitoring, and data sovereignty obligations across all AI systems used in higher education and research environments.
Five-Domain Framework 36 Governance Questions Aequitas · AI Fairness 360 · NIST
Admin Full checklist + interpretations
Self Assess HE institution inputs
Review Assess submitted results
Generate Report Full visual governance report
View Checklist All 36 questions — read only
ACTIVE
HE AI PROCESS GOVERNANCE
Ensure every AI tool acquisition, deployment, monitoring, faculty training, stakeholder communication, and incident response follows a documented, auditable, and rights-respecting governance process aligned with institutional policy.
Six-Domain Framework 46 Governance Questions ISO/IEC 42001 · NIST AI RMF
Admin Full checklist + interpretations
Self Assess HE institution inputs
Review Assess submitted results
Generate Report Built-in scoring & action plan
View Checklist All 46 questions — read only
ACTIVE
INSTITUTIONAL AI EVIDENCE DOCUMENTATION
Verify that all required AI governance evidence files — charters, DPIAs, audit logs, contracts, training records, incident reports, and bias assessments — are on file, current, and retrievable within 72 hours.
Eight-Domain Framework 88 Evidence Items ISO/IEC 42001 · EU AI Act · GDPR
Admin Full checklist + interpretations
Self Assess HE institution inputs
Review Upload JSON, view evidence gaps
Generate Report Full visual governance report
View Checklist All 88 items — read only
Coming Soon
Q3 2026
AI Research Integrity
Governance and verification of AI use in academic research, IRB processes, and publication ethics.
Q3 2026
Academic Integrity & AI Detection
Policy governance, detection frameworks, and student appeals for AI-assisted academic work.
Q4 2026
Cross-Institutional Benchmarking
Anonymised peer comparison across participating higher education institutions.
Q4 2026
Regulatory Mapping Engine
Auto-map governance gaps to specific articles in EU AI Act, GDPR, UAE PDPL, and FERPA.
2027
Accreditation & Certification
Formal TechTelligence EDU Responsible AI Certification for compliant higher education institutions.
Referenced International Frameworks
EU Regulation
EU AI Act 2024
Risk classification, prohibited practices, human oversight in academic settings
Referenced in 6 principles
EU / UK Law
GDPR / UK GDPR
Data protection, lawful basis, DPIAs, rights of data subjects
Referenced in 4 principles
US Framework
NIST AI RMF 1.0
Govern, Map, Measure, Manage lifecycle risk management
Referenced in 4 principles
International Standard
ISO/IEC 42001
AI management systems, continual improvement, auditing
Referenced in 3 principles
UN Agency
UNESCO AI in Education
Human-centred AI, faculty empowerment, digital inclusion
Referenced in 3 principles
UAE National
UAE AI Strategy · PDPL
National AI framework and personal data protection law
Referenced in 2 principles
US Law
FERPA / HIPAA
Student and health records protection for AI vendors in HE
Referenced in 2 principles
International
OECD AI Principles
Transparency, robustness, accountability, inclusiveness
Referenced in 3 principles