Research & Whitepapers

Evidence behind the AI campus

Downloadable deep-dives and academic citations on the 7AI model, the TEATAR loop and outcome measurement in higher education.

1

7AI: a seven-dimension model

How a multi-dimensional student profile improves personalisation.

2

Measuring TEATAR impact

The methodology behind the average +22% score improvement.

3

CO-PO attainment, automated

How outcome evidence is captured during teaching.

4

State of Engineering Education 2025

Our flagship annual report — download the full PDF.

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