Curriculum that fits the learner, not the other way around.
Wusool is an early-stage healthtech startup joining education and rehabilitation for People of Determination. We build AI-assisted, personalized curricula that carry each learner's therapy goals into every lesson, from early intervention through vocational training. The AI drafts; teachers, therapists and families decide.
Every learner is different. Most curricula aren't.
Specialists already write individual education plans, but adapting every lesson by hand takes time few centers have. Meanwhile, most learning software assumes a mouse, a keyboard, steady attention and typical vision and hearing.
Plans don't reach the lesson
An individual plan sets goals. Turning it into daily, differentiated material is where time runs out.
Tools aren't built for every body
Switch users, AAC users and low-vision learners are often an afterthought in edtech interfaces.
Therapy and school are split
Speech, occupational and physical therapy goals live in clinical notes, rarely in the lesson a learner does that afternoon.
Arabic-first content is scarce
Accessible, bilingual material aligned to UAE curricula is hard to find at any level.
One learning goal, four learners.
Choose a learner to see how the same objective could be reshaped around their profile. These are fictional examples to show the idea; the product is still in design.
Fictional learners. Clinical and educational decisions always stay with qualified professionals and families.
Human–computer interaction, designed from the learner outward.
We treat the interface as part of the curriculum. How a learner sees, hears, touches and responds shapes what they can show they know.
A living learner profile
Strengths, goals from the individual plan, preferred senses, access method and sensory limits, built with the family and care team and updated as the learner grows.
Lessons generated to fit
AI adapts content, format, pacing and difficulty to the profile, within curriculum standards set by educators.
Specialists stay in charge
Every plan is reviewed by a teacher or therapist. Their edits teach the system what good looks like for that learner.
Built on natural language processing research
Language is where many learners are shut out first. Our founder's PhD research in NLP at MBZUAI shapes the core of the product: models that understand and rewrite learning content in Arabic and English for each learner.
- Plain-language and easy-read rewritingCurriculum text simplified to each learner's reading level while the learning goal stays intact.
- AAC that speaks ArabicTurning symbol selections into natural sentences, with word prediction that understands Emirati and Gulf Arabic.
- Speech that understands every voiceResearch toward speech recognition that works for atypical speech, such as dysarthria, so voice input is open to more learners.
- Bilingual by defaultEvery lesson and every report for families available in Arabic and English.
One plan for learning and rehabilitation.
For People of Determination, progress in the classroom and progress in therapy are the same story. Wusool links them, so every lesson also practises a therapy goal, and every therapist can see how that goal is going between sessions.
Speech, OT and physio built in
Goals set by speech-language, occupational and physical therapists are woven into daily learning tasks, so practice happens many times a week instead of once.
Tracked in clinical language
Observations are structured around the WHO International Classification of Functioning, Disability and Health (ICF-CY), the framework rehabilitation teams already use.
Access settings as clinical data
Switch timing, dwell time, gaze accuracy and fatigue patterns are logged, giving occupational therapists evidence when they adjust a learner's access method.
Sessions that notice overload
Signs of fatigue or sensory overload, like slowing responses or repeated errors, shorten or calm the session and are flagged to the care team.
Continuity of care
Families get short home-practice activities for the same goals, and therapists see what was practised before the next appointment.
Built for health regulation
Learner data is treated as health data: stored in the UAE and designed toward Abu Dhabi Department of Health security standards (ADHICS).
We want to work closely with doctors and therapists.
A healthtech product for People of Determination should be shaped by the people who treat them. We are forming a clinical advisory group and inviting clinicians to help define goals, review what the AI produces, and design the pilot with us.
Join as a clinical advisor- Developmental pediatricians
- Rehabilitation physicians
- Speech-language therapists
- Occupational therapists
- Physiotherapists
- Psychologists & behavior specialists
Not a diagnostic tool. Wusool supports professionals; it does not diagnose, prescribe or replace therapy. If any future feature becomes clinical decision support, we will seek the required regulatory review first.
Built to follow a learner for years.
Early intervention
Play-based goals, communication and routines, guided by therapists and parents.
Primary
Literacy, numeracy and life skills adapted lesson by lesson.
Secondary
Subject content with accessible formats, assessment options and transition planning.
Higher & vocational
Workplace skills, university support and independent-living modules.
We're at the beginning, and we'd rather say so.
Wusool is a founder-led idea moving from research to a first prototype. No product is in classrooms yet, and we won't make outcome claims until a supervised pilot produces real evidence.
- Defined the problem and learner groups
- Mapped interaction methods to disability profiles
- Concept and early website
- Interviews with special educators, therapists and families
- Clickable prototype of the profile and lesson flow
- Forming clinical and community advisory groups, with doctors, therapists and People of Determination
- Approach ZHO with a pilot proposal
- Bring on our first collaborators
- Data-protection and ethics framework
Co-designing with the Zayed Higher Organization for People of Determination.
ZHO runs rehabilitation, education and care services for People of Determination across Abu Dhabi. Its specialists understand these learners better than any model can. Our aim is to build Wusool with them, not just for their centers.
Status: this is a goal, not an existing agreement. Wusool is not affiliated with or endorsed by ZHO. We are preparing a proposal to request a first conversation.
What we plan to propose
- Co-design workshops
Special educators, therapists, families and learners shape the profile and the interface.
- A small supervised pilot
One center, a limited group of learners, every AI-generated plan reviewed by ZHO staff.
- Shared evaluation
Agreed measures for learning progress, engagement and staff time saved, reviewed together.
- Ethics and data governance
Consent, data residency in the UAE and clear rules on who sees what.
We're looking for collaborators.
Wusool is at its earliest stage, and the right people now will shape what it becomes. If any of these describes you, we'd like to hear from you.
Doctors & therapists
Help set therapy goals, review AI-generated plans and design a safe pilot.
Special educators
Bring classroom reality to the curriculum engine and test early prototypes.
People of Determination & families
Tell us what helps and what gets in the way, and co-design the interface.
Researchers
Work with us on Arabic NLP, speech, accessibility and human–computer interaction.
Care centers & schools
Explore hosting a small, supervised pilot with your learners and staff.
Designers & engineers
Help build accessible, bilingual software that works for every body.
What we won't compromise on.
Nothing about us without us
People of Determination help design and test every part of the product.
People decide
AI suggests. Educators, therapists and families approve, edit or reject.
Privacy by design
Minimal data, explicit consent and storage in the UAE, built around the UAE's personal data protection law.
Evidence before claims
We will report what pilots show, including what didn't work.
Nada Saadi
Founder & CEO
Nada Saadi is a PhD researcher in Natural Language Processing at Mohamed bin Zayed University of Artificial Intelligence (MBZUAI), with a strong background in AI research and its applications in healthcare.
Beyond academia, she is a passionate advocate for youth empowerment, leadership and social impact. As a Global Shaper with the World Economic Forum's Abu Dhabi Hub, she has led initiatives focused on community engagement, intergenerational learning and inclusive innovation. She was recently recognized among the Future 20 by the UAE Government in collaboration with the World Economic Forum.
Nada founded Wusool to bring that work together: language AI, healthcare and inclusive innovation, in service of People of Determination and the specialists who support them.
- PhD researcher, NLP · MBZUAI
- Global Shaper · WEF Abu Dhabi Hub
- Future 20 · UAE Government & WEF
Let's build this together.
If you teach, care for, or are a Person of Determination, your input at this stage shapes everything that follows.
Write to our founder directly at saadinada31@gmail.com.
Join our clinical advisory group, or help shape therapy goals and review the pilot design.
Join a 45-minute interview or a co-design session.
Tell us what works, and what doesn't, in today's tools.
Collaborate on research, design or a future pilot.