Education
Schools, universities and edtech providers deploy AI that affects learning, assessment and access to education, decisions with real consequences for young people and applicants. Governance must address fairness, safeguarding and transparency. Gamut gives education and edtech teams a structured, proportionate way to govern this AI and evidence responsible use.
AI systems typically in scope
Section titled “AI systems typically in scope”- Tutoring and personalised-learning assistants.
- Automated assessment, grading and proctoring.
- Admissions and eligibility models.
- Student-support, wellbeing and at-risk identification.
- Administrative and operational AI.
Governance drivers
Section titled “Governance drivers”- Fairness and access. Evidence that assessment and admissions AI does not disadvantage groups.
- Safeguarding. Special care where AI interacts with children and young people.
- EU AI Act. Education and assessment uses can be high-risk.
- Transparency. Clear disclosure to students, parents and applicants.
Use cases
Section titled “Use cases”Govern an automated-assessment or admissions model
Section titled “Govern an automated-assessment or admissions model”How Gamut solves it: register and model-card the model, run intake flagging affected persons, automated decisions and public-facing use, route to GTSAF and the EU AI Act, and evidence fairness, human oversight and appeal routes.
Adopt a tutoring assistant safely
Section titled “Adopt a tutoring assistant safely”How Gamut solves it: intake captures safeguarding and data signals; the resulting tier routes proportionate controls, and any oversight gap becomes a tracked finding with remediation.
Run an impact assessment for affected students
Section titled “Run an impact assessment for affected students”How Gamut solves it: route to ISO/IEC 42005 to structure the impact assessment on students and applicants.
Quick start
Section titled “Quick start”- Register the AI in AI System Records with a model card.
- Run intake, flag affected persons, automated decisions and safeguarding, and confirm the tier.
- Route to GTSAF, EU AI Act and, where relevant, ISO/IEC 42005.
- Evidence fairness, oversight and transparency in the Evidence Tracker.
- Track gaps on the Remediation Roadmap.
- Produce assurance for leadership, students and regulators from reporting.
Frameworks that apply
Section titled “Frameworks that apply”GTSAF, EU AI Act, ISO/IEC 42005 and NIST AI RMF.
- Public sector & government: related fairness and access governance.
- Technology & SaaS: for edtech product vendors.
- Industry playbooks: the full set.