How it works

It's not generic AI.
It's the professional, translated.

Incluia doesn't adapt from a fixed template per diagnosis. What drives the result is what the professional indicated for that specific student — the diagnosis and the specific literature are the starting point, not the final output.

The action model

Who does what, and in what order

This isn't a product that "uses AI." It's a method with defined roles, where AI translates — it doesn't decide.

Profile
01

The student's profile is the primary tool

Everything starts here — not with the subject or the content. The professional builds a profile with its own structure: diagnosis (if there is one), observed barriers, specific difficulties, schooling and psychosocial support. The diagnosis is a reference, not a mandatory starting point — the profile works just as fully with or without one defined.

DataAdaptation is decided by observed barrier, not by the diagnostic label: two students with the same diagnosis can face different barriers. Convention on the Rights of Persons with Disabilities — UN, 2006

Teacher
02

The teacher gets an executive translation, not a clinical report

She doesn't need to interpret a diagnosis or decide which exercise format fits — the professional already defined that in the profile, so there's no room to pick something that ends up being disruptive for that student. She only provides the content (text, PDF, Classroom link), the subject, and can specify the material type — exam, homework, reading, assignment — plus any specific note for that class.

DataAn individual, persistent profile is the basis of any real support plan, not a generic template reused for everyone. CFE Resolution 311/16 (Argentina) — Individual Pedagogical Project

FAE Method
03

FAE decides how to adapt — not the AI improvising

FAE (School Adaptation Formats) is Incluia's own catalog: each barrier is translated into a concrete format, with explicit rules and a validation criterion, not a spur-of-the-moment call. It's the same method, whether for a reading document or a touch-based activity.

DataThe same content can support multiple forms of representation without losing its curricular content. Universal Design for Learning (UDL) — CAST, 2018

AI + double review
04

AI translates in seconds — and its work gets reviewed twice

The system applies the FAE method the professional defined for that student and translates the content in seconds, backed by real scientific foundations and fully cited reference sources. But the AI doesn't decide alone or run unchecked: first, it can only use the exercise formats the professional enabled for that student — nothing outside of that. Then, an independent automatic check verifies that what was generated respected the method, before the teacher approves it.

DataSegmenting and simplifying text, with short sentences and clear vocabulary, improves reading comprehension — and that's exactly what each check verifies. British Dyslexia Association — Style Guide

Delivery & follow-up
05

Delivery gets recorded, not lost along the way

The material reaches the student through whichever channel you use — Google Classroom, Drive, email, or on paper — and every adaptation stays indexed: for which student, with which method, and with what outcome. Tracking the real outcome is part of the process, not an optional step that gets skipped.

What outweighs what

Three levels. One outranks the other two.

It's not that the AI "knows education" and decides on its own. There's a strict hierarchy, and the professional is always on top.

Top priority

What the professional indicated for this student

Strategies that work, what to avoid, specific goals. This is written with a real person in mind, not a diagnostic category — and it always has the final word.

conditions ↓
Clinical context

Diagnosis and specific literature

The literature and evidence associated with the student's condition — the framework within which the professional gave their indications.

is grounded in ↓
Baseline, not destination

General pedagogical framework of the system

General accessibility principles. Used only when nothing more specific applies — they never replace a specific indication.

That's why two students with the same diagnosis can receive completely different adaptations — because what changes the outcome isn't the label, it's what the professional defined for each one.

In practice

Same diagnosis, different outcome

A real example of how the professional's guidance changes everything, even with the same underlying condition.

Student A · Autism (ASD)
The professional indicated: "avoid visual stimuli, one step at a time, very literal language."
Result: a document with one instruction per page, no decorative images, short and direct sentences.
Student B · Autism (ASD)
The professional indicated: "reinforce with strong visual support, use pictograms for each step."
Result: a document with pictograms at every step and color used to categorize information.
The FAE method

A format is a rule-based transformation, not improvisation

FAE is a catalog of adaptation formats: each one is a clear recipe for reducing a specific learning barrier, preserving the objective of the class and leaving an observable trace. Instead of "adapting by feel," every adaptation follows a format with explicit rules, validation and traceability.

F
Formats
Reproducible recipes, not one-off cases.
A
Adaptation
Transform access, instructions, production or assessment.
E
Educational
Designed for the real classroom, not the lab.
What makes an adaptation valid

Decided by the barrier, not the diagnosis

"An adaptation transforms access, presentation, instructions, production or assessment to reduce a specific barrier, preserving the pedagogical objective to the greatest extent possible, and recording observable evidence."

That definition holds the method's three commitments: focus on the barrier, respect for the curricular objective, and measurable evidence. If an adaptation doesn't meet all three, FAE doesn't consider it a valid adaptation.

Two students with the same diagnosis can face different barriers, and the same barrier can show up across very different profiles — that's why FAE starts from the observed barrier, leaving the diagnosis only as a reference. Deciding this way also carries a privacy benefit: the AI works with the barrier and the access strategies, without ever needing the diagnostic label or the student's name. How we protect data →

Barriers the method addresses

Abstraction / concepts that are hard to picture Technical or unfamiliar vocabulary Long or dense text Implicit inferences (what is left unsaid) Reading fatigue or decoding difficulty Difficulty identifying the main idea Open-ended or ambiguous instructions Difficulty starting or organizing the task Low working memory Change, unpredictability or transitions Attention / distractibility / long tasks Barrier in writing or written production Motor barrier Sensory overload Emotional regulation / anxiety Numeric abstraction / calculation Depends on a single response mode (assessment) Motor access / fine motor control (touch selection)
The catalog

The 13 formats

Each format resolves a set of barriers, with its own required rules and validation criteria. The system suggests the right format based on the barriers the professional marks.

FAE-01

Structured easy-read

Turn complex text into clear, concrete, understandable units without losing the conceptual core.

Abstraction / concepts that are hard to picture Technical or unfamiliar vocabulary Long or dense text Implicit inferences (what is left unsaid) Difficulty identifying the main idea
FAE-02

Dyslexia-friendly

Reduce visual fatigue and decoding load while keeping the content and cognitive challenge whenever possible.

Reading fatigue or decoding difficulty Long or dense text
FAE-03

Step-by-step structure for autism

Make the task, its sequence, its start, its end and the expected response fully explicit.

Open-ended or ambiguous instructions Change, unpredictability or transitions Difficulty starting or organizing the task Emotional regulation / anxiety
FAE-04

Progressive scaffolding

Grade support so the student moves from a guided response toward independent production.

Difficulty starting or organizing the task Low working memory
FAE-05

Visual organizer

Turn information into visible relationships: sequence, comparison, cause/effect, hierarchy or classification.

Long or dense text Implicit inferences (what is left unsaid) Difficulty identifying the main idea Low working memory Attention / distractibility / long tasks
FAE-06

Equivalent adapted assessment

Allow the student to demonstrate learning through another path, without unjustifiably altering the curricular objective.

Depends on a single response mode (assessment) Barrier in writing or written production Motor barrier Emotional regulation / anxiety
FAE-07

Alternative response

Allow the student to demonstrate comprehension without depending on a single expressive modality.

Barrier in writing or written production Motor barrier Emotional regulation / anxiety
FAE-08

Multimodal activity

Offer multiple ways to access the content: text, image, audio, hands-on manipulation, example and practice.

Attention / distractibility / long tasks Difficulty identifying the main idea Sensory overload
FAE-09

Regulation and anticipation

Reduce the emotional, sensory or uncertainty barriers that block access to the task.

Sensory overload Emotional regulation / anxiety Change, unpredictability or transitions Attention / distractibility / long tasks
FAE-10

Concrete, graded mathematics

Represent mathematical concepts with concrete, visual supports and explicit steps — follows the Concrete→Representational→Abstract sequence (CRA), an evidence-based practice for learning disabilities, intellectual disability and autism.

Numeric abstraction / calculation Low working memory Abstraction / concepts that are hard to picture
FAE-11

Guided reading comprehension

Support reading with purpose, vocabulary, prediction, and graded literal and inferential questions.

Difficulty identifying the main idea Technical or unfamiliar vocabulary Implicit inferences (what is left unsaid) Reading fatigue or decoding difficulty
FAE-12

Guided written production

Reduce the text-planning barrier and enable organized written production.

Barrier in writing or written production Difficulty starting or organizing the task
FAE-13

Motor Touch — Assisted Reading (alpha)

Reduce motor, visual, communication and interaction barriers for a student with significant motor impairment who accesses content by direct touch selection (tablet mounted to a postural chair), without assuming intellectual difficulty or lowering the conceptual level.

Motor access / fine motor control (touch selection) Long or dense text Barrier in writing or written production
Why we call it this

A framework of our own, not an imposed standard

FAE is how Incluia names its method. It isn't an official standard, and we don't claim it as an international one. We name it so we can speak precisely about what we do: when inside Incluia we say "FAE-03 was applied," everyone — system, teacher and professional — knows exactly what transformation was made and why.

The method doesn't invent pedagogy: it synthesizes and operationalizes recognized practice — Universal Design for Learning, easy-read, scaffolding, equivalent assessment — into actionable, auditable formats. Incluia's value isn't "owning" a term; it's making executable, consistent and measurable what today depends on each professional's individual effort and time.

Brand honesty. FAE is our internal vocabulary and our way of organizing knowledge. We share it transparently: the practices behind it are public and cited in Foundations. What's genuinely Incluia's own is the synthesis, the traceability, and the decision by barrier.

If you want the academic detail

This page explains the full model in plain language. The foundations — regulations, cited frameworks, evidence by diagnosis — are in the technical document.