Magrid  ·  Case Study  ·  Special Education

For the first time,
math made sense
for every student

56 neurodivergent students. 4 months. Zero prior knowledge required.
HelpCenter Med School, Jeddah, piloted Magrid with learners across multiple profiles — Down Syndrome, cognitive delay, and autism. These are the results.

+61%
Visual-Spatial
Skill Gain
+44%
Number Sense
Gain
0%
Math Anxiety
After Magrid
17/17
Teachers
Confirmed Gains
The Students

A genuinely diverse neurodivergent cohort

HelpCenter Med School serves learners across a range of neurodivergent profiles. The pilot included students with Down Syndrome, cognitive delay, and autism, across 6 active class groups (56 students). All results in this case study reflect outcomes across the full group — not a filtered or selective sample.

🔵
Down Syndrome
Strong visual-spatial processing. Magrid's non-symbolic, visual design activates these existing strengths directly, without relying on language or verbal instruction.
🟡
Cognitive Delay
Variable processing speed and working memory. Magrid's adaptive pace lets students progress individually without teacher intervention at every step.
🟢
Autism Spectrum
Many students with autism thrive in consistent, visual, rule-based environments. Magrid's predictable structure supports sustained engagement and reduces anxiety.
Important: Magrid produced measurable results across all three profiles simultaneously — same programme, same setup, no differentiation required.
How the Pilot Was Measured

Pilot overview & measurement approach

The pilot ran from September 2025 to January 2026 — four months of active use. At the start, every student completed a pre-test within the Magrid programme to establish their individual baseline across each skill area. Throughout the pilot, the platform automatically tracked every learning activity, allowing us to compare starting points with real in-session performance.

Percentage of correct answers
For every activity, Magrid recorded whether each student answered correctly on their very first try — without asking for help. This is the clearest measure of genuine understanding.
Time spent per skill area
The platform tracked how much time students spent actively engaged in each subcompetency, giving us a precise picture of where students were investing attention and effort.
💡
Help requests during activities
Each activity includes an optional hint button. We measured how often students clicked it — a direct indicator of difficulty. More help requested means the task was harder for that student or group.

The challenge every centre knows

Students with neurodivergent profiles are often excluded from mathematics not by incapacity, but because most programmes require reading, spoken instructions, or symbolic knowledge that creates a barrier before learning can even begin. Math anxiety develops early and compounds over time.

What Magrid does instead

Magrid removes every prerequisite. No reading. No spoken instructions. It works directly with the visual and spatial strengths neurodivergent learners already have — and builds the cognitive foundation for mathematics from there. Every student starts exactly where they are.

Result 1  ·  Skill Gains
📐
Students made substantial gains across core skill areas
Comparing pre-test baselines with performance during learning activities

At the start of the pilot, students completed a pre-test to measure their starting level in each skill area. We then tracked how they performed across those same areas during the four months of learning. The improvement was clear across every metric.

Spatial Reasoning  (how shapes and objects relate in space)
Students began with very low scores in this area at pre-test. By the end, most were answering correctly on their first try, without any help.
Pre-test
In activities
+61%
improvement
Number Ordering  (understanding what comes before and after)
A core building block of number sense. Students went from minimal performance at pre-test to answering correctly on their own, independently, more than half the time.
Pre-test
In activities
+44%
improvement
Result 2  ·  Independent Performance
💪
Students were answering correctly on their own — across all skill areas
Percentage of exercises answered correctly on the very first try, without requesting help

The clearest sign of real learning is a student answering correctly on the first try, with no help requested. Across all skill areas, HelpCenter students showed strong independent performance — and the areas where they worked most independently were also the areas where they performed best.

61%
Spatial Reasoning
Answered correctly, first try
58%
Mental Rotation
Answered correctly, first try
51%
Number Ordering
Answered correctly, first try
44%
Hand-Eye Coordination
Answered correctly, first try

Help requested per skill area — comparing the most and least independent

Skill Area Help requested Correct on first try Help rate
Number Ordering
Number sense
1.5% 51%
Spatial Reasoning
Visual-spatial
4.5% 61%
Hand-Eye Coordination
Visual-spatial
8.1% 44%
Number Mapping
Number sense
9.3% 26%
The pattern is consistent: the less help students needed, the better they performed. In Number Ordering — the skill area with the strongest gains — students asked for help in fewer than 2 out of every 100 exercises. That level of independence, from students often characterised as needing high support, is a significant outcome.
Result 3  ·  What Teachers Observed
👩‍🏫
17 teachers confirmed the same outcomes — without seeing the data
Independent teacher survey · Responses not shared between participants

At the close of the pilot, teachers were asked which skills they believed their students had developed — without access to any system data. Their answers aligned directly with what the programme had recorded. What the platform measured in the activities was exactly what teachers were observing in the room.

Skills teachers said they observed improving
Curiosity and creativity53%
Visual and spatial skills50%
Attention and focus43%
Motivation and engagement40%
Teacher satisfaction
100%
of surveyed teachers confirmed their satisfaction with Magrid
62.5% would actively recommend it to a colleague  ·  Not a single teacher said No
"I noticed that children prefer group work over individual tasks — a child can progress to more advanced stages through paired work and becomes more motivated to complete the required activity."
Maram, Group 5  ·  Teacher survey, November 2025
"Five minutes with good concentration is better than longer without focus." — Multiple teachers, after independently adapting their session structure to shorter, focused intervals.
Multiple teachers  ·  Teacher survey, December 2025
Result 4  ·  How Students Felt About Math
💚
The fear of math disappeared entirely
Teacher survey · Before and after · Confirmed by all 17 teachers independently

As part of the teacher survey, educators were asked to describe how their students related to mathematical activities — before the pilot and after. Every single teacher reported the same shift. Not one student was still described as worried or insecure by the end of the four months.

😟
11.76%
Before Magrid
"Worried or insecure
about math"
😊
0.00%
After Magrid
"Worried or insecure
about math"
Why this matters beyond the numbers: For neurodivergent learners, math anxiety is not just an academic issue. It affects self-esteem, willingness to engage, and how students approach every structured learning situation. A student who no longer fears math is a student ready to grow — in Magrid and in everything else.

What HelpCenter proves

Four clear conclusions from four months of real classroom data.

+61%
Students made substantial gains across skill areas
Spatial reasoning and number sense improved dramatically compared to pre-test baselines. Students were answering correctly on their own, in areas where they had shown low scores at the start.
<2%
Students worked independently — needing very little help
In the strongest skill areas, students requested help in fewer than 2 out of 100 exercises. That level of independent performance, from a population often characterised as needing high support, is significant.
17/17
Teachers saw it — without being shown the data
Every outcome recorded by the system was confirmed by classroom teachers through an independent survey. The data and the direct observation told the same story, without coordination.
0%
Math anxiety was eliminated — not reduced
Not a single student was described as worried or insecure after the pilot. For a population where emotional barriers to learning are a daily reality, that result is as important as any cognitive gain.

The most important finding at HelpCenter was not a number. It was the moment teachers reported that students who used to avoid math were now the ones asking to start the session. That shift — from avoidance to engagement — is the foundation everything else is built on.

Magrid Impact Analysis · HelpCenter Med School, Jeddah · 2026

Could your students experience the same shift?

HelpCenter is proof that Magrid works across diverse neurodivergent populations in a real special education setting — with results visible in the classroom and confirmed by data. No prerequisites. No complexity. No differentiation required.

🏆 EIB Social Innovation 1st Prize · €75,000 🌍 WSA Global Champion 2021 🏫 All Luxembourg public preschools 📚 4 Peer-Reviewed Publications