Last updated: March 2026

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Dimension 3 of 9

Institutional Readiness

Institutional readiness encompasses the strategic vision, leadership commitment, resource allocation, and organisational culture necessary for a school to adopt AI responsibly and sustainably. It asks a fundamental question: has the institution decided, at a strategic level, that AI matters — and has it backed that decision with resources and accountability?

Why this matters

Without institutional readiness, progress in other dimensions is fragile and unsustainable. A teacher who experiments brilliantly with AI but receives no institutional support will eventually burn out or move on. A policy written without leadership mandate will gather dust. Technical infrastructure purchased without strategic intent will be underused. Institutional readiness is the foundation that makes everything else possible.

The 5 maturity levels

Schools progress through five maturity levels, from initial exploration to sector leadership. Each level builds on the previous one.

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Level 1: Exploring

Awareness

No institutional consideration of AI. AI has not appeared in strategic discussions, planning documents, or resource allocation.

Key indicators

  • No AI references in school development plan
  • No leadership discussion of AI strategy
  • No budget allocation for AI
  • Board/governance has not discussed AI
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Level 2: Developing

Documented strategy

Leadership aware of AI but no strategic plan. Senior leaders recognise AI is important but have not translated this into formal strategy.

Key indicators

  • Leadership mentions AI in meetings
  • No formal AI strategy document
  • No allocated budget for AI initiatives
  • Informal discussions but no action plan
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Level 3: Established

Measurable KPIs

AI strategy exists with allocated resources and timelines. The school has a documented approach to AI integration with clear priorities.

Key indicators

  • Documented AI strategy or section in school development plan
  • Designated leadership responsibility for AI
  • Budget allocated for AI initiatives
  • Staff aware of strategic direction
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Level 4: Advanced

Department integration

AI integrated into school development plan with measurable KPIs. Progress is measured, reported, and used to inform future planning.

Key indicators

  • AI KPIs in school development plan
  • Regular progress reporting to governance
  • AI integrated into department plans
  • AI strategy informed by evaluation data
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Level 5: Leading

External partnerships

Institution is an exemplar with published AI strategy and partnerships. The school is recognised externally for its AI approach.

Key indicators

  • Published AI strategy
  • External partnerships with universities and EdTech
  • Hosting visitors or conferences
  • Board actively engaged in AI governance

What we look for

When auditing this dimension, we examine your school’s documents for evidence across these key areas:

A documented AI strategy or roadmap

Dedicated leadership responsibility for AI integration

Resources (budget, time, personnel) allocated for AI initiatives

School culture that supports innovation and responsible AI adoption

Framework alignment

This dimension is benchmarked against leading international frameworks to ensure your audit reflects global best practice.

CoSN/CGCS AI Maturity Tool

Consortium for School Networking maturity model for assessing school district AI readiness across multiple domains.

aiEDU Readiness Framework

Framework helping educational institutions assess their preparedness for AI adoption and integration.

EDUCAUSE AI Readiness

Higher education-focused framework adaptable to K-12 contexts for assessing institutional AI readiness.

OECD AI Principles

International principles guiding responsible AI development and deployment, applicable to educational settings.

Common gaps

These are the most frequent gaps we see when auditing schools in this dimension:

Treating AI as 'the IT department's job' rather than a whole-school strategic priority

Writing a strategy without allocating resources to implement it

Leadership enthusiasm without follow-through — talking about AI without funding PD or allocating planning time

Ignoring governance structures — boards and proprietors need to be involved in AI strategy

Copying another school's strategy without contextualising it for your own setting

Strategic plan that does not connect to other school priorities

How this connects to other dimensions

No dimension exists in isolation. Understanding these connections helps schools prioritise their improvement journey.

Enables all other dimensions — all depend on institutional readiness for resources, direction, and legitimacy

Critical for Technical Infrastructure — needs budget allocation

Critical for Professional Development — needs time allocation and strategic priority

Critical for Policy & Governance — needs leadership mandate

Find out your school’s institutional readiness score

Upload your school’s policy documents and receive a detailed assessment across all 9 dimensions, with evidence-based scores and actionable improvement plans.

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