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AI strategy & governance Series · Part 2 of 8

Educational model: from document to system of decisions

What conception of learning an institution adopts and what interdependent decisions it takes to make it possible. Second link of Systemic Learning Architecture, read across three layers and in three contexts: university, school and school network.

October 7, 2026 · Xavi Pascual · 8 min read

Almost every educational institution can show its educational model: a carefully crafted document, with principles, methodologies and a well-designed diagram. Far fewer can show where that model changes what happens in a classroom on any given Tuesday.

In the previous part I suggested that purpose is the link that orders all the others because it is the only one that does not derive from another. The educational model is the first one that does: it expresses how the institution understands that people learn and what it decides so that purpose can happen. And it is the link where it is easiest to confuse the map with the territory.

What an educational model is in a learning architecture

In this framework, the educational model expresses how an institution understands that people learn and what conditions it considers necessary to foster that learning. It translates that conception and the institutional purpose into a set of interdependent decisions about time, space, roles, groupings, experiences and assessment. It is neither a document nor a list of methodologies:

How do we understand that learning happens, and what decisions do we take —and which do we rule out— to create the conditions that make it possible?

An educational model answers, at the very least, six questions:

  • How people learn and what role they take on. How knowledge is built through the relationship between prior knowledge, experience, interaction and reflection; and how students develop increasing participation and autonomy.
  • What teachers do. Transmit, design experiences, accompany, assess… and in what proportion.
  • How time is organised. Fixed subjects and timetables, blocks, projects, challenges, personalised paces.
  • Where learning happens. Only in the classroom, or also in companies, the community and digital environments.
  • What counts as learning. What is assessed, how it is evidenced and who recognises it.
  • What role technology —and AI— plays. Replacing, supporting or expanding what students can do.

The key lies in the word interdependent. A change in one decision needs to attend to its dependencies in order to last: if assessment is transformed without revisiting the time, roles or spaces that make it possible, the resulting tension tends to push the system back to its previous form.

The most common pattern I observe is this: an institution declares a student-centred, competency-based model with experiential learning. And it keeps timetables, teaching load measured in class hours, spaces designed for lecturing and assessment based on final exams untouched.

The declared model then coexists with the real one. And existing structures tend to prevail when the declared model does not change the conditions of learning: the calendar, contracts, the academic information system, spaces.

That is why the educational model is the link that connects purpose with everything else. If purpose says what for, the model says how learning is understood and what conditions make it possible, in terms concrete enough for the following links to be designed from it. A vague educational model tends to leave each subsequent link to invent its own.

Each link derives from the previous one to make it concrete. Evidence and impact make it possible to revisit the decisions taken in earlier links.

Signs that the educational model is not operating

None of these signs indicates a badly managed institution. They indicate a model that has not yet managed to change the conditions of learning.

Questions for the leadership team

The thesis

The educational model expresses how the institution understands that people learn and turns that conception, together with purpose, into decisions that create the conditions for learning. It is not measured by the quality of the document, but by the structural decisions that derive from it. When the model is written into the calendar, the spaces, the roles and assessment, the rest of the architecture has a how to respond to. When it is only written in a document, each subsequent link tends to build its own version and students live the sum of all of them.

The next part addresses the third link: the graduate profile, understood not as a list of competencies, but as the institution’s explicit commitment to what every student will be able to demonstrate on completion.


This series develops the Systemic Learning Architecture framework. If you want to see how it operates in real processes, the transformation stories show institutions where the educational model moved from document to system of decisions.

Shall we work on this together?

If this topic touches your institution, write to me. I reply personally, usually within 24 working hours.

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