AIGN Frameworks for Universities & Schools
Modular. Evidence-Based. Certifiable.
Artificial Intelligence only empowers education safely when governance, culture, and pedagogy are in true alignment. With the AIGN Education Frameworks, we offer universities, schools, and ministries a clear, modular roadmap—enabling credible, inclusive, and legally secure AI governance in learning environments.
Choose your entry point and shape your governance journey—scalable, context-sensitive, and future-proof.
1. Governance Culture Framework for Education
(Culture-Only or as Starting Point)
Culture is not a “soft factor”—it’s the strongest lever for trustworthy AI in education.
With the AIGN Governance Culture Framework for Education, you can make institutional culture, digital literacy, and ethical leadership measurable, developable, and certifiable for the first time.
Your roadmap:
- Culture Scan: Analyze your current status (leadership, ethics, digital responsibility, escalation, stakeholder feedback)
- Culture Tools: Workshops, Ethics Reflex Canvas for Schools, Digital Redline Register, KPI Builder, Leadership Pulse Check
- Structure & Roles: Appoint AI/EdTech champions, feedback loops, and culture ambassadors (including students and teachers)
- Culture Maturity Scoring: Measure & rate progress—from “Initial” to “By Design”
- Certification: Achieve the “Education Governance Culture Verified” label (from Level 3 upwards)
- Continuous Development: Ongoing pulse checks, peer learning, change management, storytelling, Digital Citizenship, ESG integration
Best for educational organizations aiming to:
- Strengthen trust, participation, and safety culture
- Empower teachers, students, and parents for digital transformation
- Embed responsible AI and digital citizenship in school DNA
2. Education AI Governance Framework
(Without Culture Module)
Compliance, Technology & Regulation—World-Class, Modular, Auditable.
The AIGN Education AI Governance Framework is your operating system for all technical, legal, and organizational requirements—modular, measurable, and internationally recognized.
Your roadmap:
- Readiness Check / Trust Scan: Diagnose your legal, technical, risk, and process landscape (GDPR, COPPA, AI Act, data security)
- Governance Structure: Establish RACI roles, AI governance boards, policies, and digital redlining
- Technical Implementation: Risk heatmaps, incident playbooks, Data Governance Scorecard for schools, algorithmic transparency
- Maturity Assessment: Evaluate your organization across five maturity levels
- Trust Label: Achieve Basic/Full certification—recognized internationally (EU AI Act, ISO/IEC 42001, etc.)
- Monitoring & Continuous Improvement: KPIs, audits, update cycles, incident and bias reporting
Best for organizations aiming to:
- Focus on compliance (EU AI Act, GDPR, ISO/IEC 42001, etc.) or technical safety
- Build trust and accountability in digital learning
- Gain a competitive advantage through measurable trust labels
3. Combined Approach: Culture & Governance
(For holistic trust and compliance)
For schools and universities seeking both:
Start with authentic trust culture, then build robust governance—for lasting impact and international certification.
Your modular journey:
- Culture Scan & Quick Wins: Establish your culture baseline and achieve fast, visible improvements
- Build Culture Structure: Champions, feedback mechanisms, KPI integration, student/parent engagement
- Achieve Culture Maturity (Level 3+): Embed measurable, sustainable culture of digital responsibility
- Transition to Full Framework: Set up governance boards, run readiness checks, implement policies and incident playbooks
- Integrated Certification: Trust Label (Basic/Full) including the culture component
- Sustainability & Impact: ESG/SDG reporting, impact tracking, continuous improvement
Benefits:
- Credibility both internally (teachers, students, parents) and externally (authorities, partners, public)
- Combined advantage of values-driven education and regulatory security
- Future-readiness, innovation capacity, and responsible EdTech adoption
Comparison: Which Path Fits Your School or University?
(Suggested infographic or table)
| Option | Focus | Certification | Ideal For |
|---|---|---|---|
| Culture-Only | Trust, Ethics, Digital Leadership | Education Governance Culture Verified | Culture/leadership transformation |
| Governance-Only | Compliance, Tech, Audit | Education Trust Label (Basic/Full) | Regulatory, IT, process focus |
| Combined | Culture & Compliance | Education Trust Label (incl. Culture) | Holistic, future-proof approach |
AIGN Frameworks for Education: Your Benefits at a Glance
- Modular & Flexible: Fits any size, type, and maturity of educational institution
- Certifiable & Recognized: Verifiable labels—from Culture Verified to Education Trust Label Full (EU AI Act, GDPR, ISO/IEC 42001)
- Field-Tested: Piloted in schools, universities, and ministries worldwide
- Measurable: Clear KPIs, maturity models, and impact tracking
- Actionable: Tools, workshops, templates, and self-assessments included
Ready to Start? Your Individual Governance Pathway
- Just Culture? → Education Governance Culture Framework
- Just Governance/Compliance? → Education AI Governance Framework
- Holistic? → Combined Journey
Legal Notice on Intellectual Property
All content, structures, frameworks, terminologies, and the layered governance architecture of AIGN OS – The AI Governance Operating System are the original intellectual creation of Patrick Upmann. AIGN OS and all its components – including but not limited to frameworks, toolchains, trust labels, indices, licensing models, and governance architectures – are protected under international copyright, trademark, and intellectual property law.
The AIGN OS concept and system have been officially published on SSRN (Social Science Research Network) as citable scientific work, thereby establishing prior art, scientific recognition, and enforceable authorship protection.Any unauthorized reproduction, adaptation, distribution, modification, or commercial/public use of AIGN OS – in whole or in part – without the express written consent of the rights holder is strictly prohibited and will result in legal enforcement under applicable international IP law.
© Patrick Upmann – All rights reserved.