QS AI Capability Framework

What does good AI implementation look like? Our free open-source framework helps you understand current performance, identify gaps and make strategic decisions.

4 pillars, 14 categories. In pursuit of one thing: Excellence.

Developed in collaboration with higher education’s AI experts, the QS AI Capability Framework is built on 4 key pillars, segmented into 14 categories, with over 30 indicators to assess institutional capabilities. Understand where you are on your AI Capability journey.

Governance & human commitment

Outreach & operational efficiency

Teaching, learning & assessment

Research

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