Winny AI builds educational AI ready to help every student in Yemen

Goals for learning in Yemen

The United Nations Sustainable Development Goals and the education priorities of UNICEF, the Global Partnership for Education and the World Bank in Yemen. Winny AI works toward these goals, not alongside them.

• Quality schooling for every girl and boy

  Winny AI Tutor helps in every school subject from grade 1 to grade 12: in Arabic, on a phone, tablet or computer, in the browser with nothing to install. Core features are free forever.

  Quote and source

  “By 2030, ensure that all girls and boys complete free, equitable and quality primary and secondary education leading to relevant and effective learning outcomes”

  Sustainable Development Goal 4, target 4.1, United Nations

• Strong foundations in reading, writing and arithmetic

  Winny AI Tutor sees the strengths, gaps and talents of each student in every subject and works at their own pace and level: guiding questions and step-by-step hints until the topic is understood.

  Quote and source

  “Improving student attendance and foundational learning”

  Global Partnership for Education, Yemen: objective of the system transformation grant 2026–⁠2029

• Teachers who bring learning to life

  A map of each student’s knowledge across the curriculum, early detection of learning gaps and class analytics. The teacher’s AI assistant takes on routine questions; the grade stays with the teacher. Free for teachers, with generous limits.

  Quote and source

  “The teachers at school should be equipped with new strategies that bring classroom learning to life, making it accessible to each student.”

  UNICEF Yemen, “Building Strong Foundations in Education”, 2024

• Learning for girls

  Winny AI Tutor works on a phone, at home, in Arabic and at the learner’s own pace — the same personal tutor for girls and boys, and parents see progress in their own account.

  Quote and source

  “a strong focus on improving girls’ access to education in rural areas”

  World Bank, Sustaining Education and Learning Project in Yemen, 2025

• Core skills and critical thinking

  The pedagogical agent leads to the solution with guiding questions, level by level on Bloom’s taxonomy, and does not do the task for the student. This mode cannot be switched off.

  Quote and source

  “In an ever-evolving world, developing core skills such as literacy, communication, and critical thinking has become paramount to ensure success for students.”

  UNICEF Yemen, “Building Strong Foundations in Education”, 2024

From grade 1 to grade 12 — about 5.8 million students, including 2.5 million girls UNICEF Yemen; UNESCO Institute for Statistics (UIS) via World Bank Open Data, 2016

A personal tutor for every learner. Now at national scale

Education research has long known the most effective way to learn: one-to-one work with a tutor. Until now, only a few could have it — AI opens it up to every learner.

Regular classroomWith a personal tutorahead of 98% of peers

98%

On average, a student with a personal tutor outperforms 98% of peers in a regular classroom.

Bloom B. S., The 2 Sigma Problem, Educational Researcher, 1984

1.5 years

Six weeks of sessions with an AI tutor raised results by about 0.3 standard deviations — roughly a year and a half of typical learning.

De Simone et al., World Bank, randomized study, Nigeria, 2025

×2

Students with an AI tutor learned more than twice as much in less time than in active-learning classes.

Kestin et al., Harvard University, Scientific Reports, 2025

+1 pp

A gain of 0.5 standard deviations in learning outcomes is associated with about 1 percentage point faster long-run growth of GDP per capita each year.

Hanushek & Woessmann, OECD, 2010

These are independent studies of tutoring (by people and by AI) and of the economics of education. We propose to measure the impact of Winny AI Tutor together with schools and education partners — in a pilot with independent evaluation.

Flagship product of Winny AI

Winny AI Tutor — an international learning ecosystem

A personal AI tutor in a chat format for students from grade 1 to grade 12 — across all school subjects, foreign languages and popular hobbies — with connected accounts for parents, teachers and schools. Learners, parents, teachers and schools see one shared picture of learning.

For the learner

• Leads to understanding

  No finished solutions: guiding questions and step-by-step hints.

• The school curriculum and textbooks

  Answers follow the school curriculum and textbooks. For Yemen, this means setup from grade 1 to grade 12 — basic education (grades 1–⁠9) and secondary education (grades 10–⁠12) with its scientific and literary streams — and the formats of the basic education certificate and the General Secondary Certificate (Al-Thanawiya Al-Amma).

• Beyond lessons

  Answers difficult questions thoughtfully, in a way that suits the learner’s age, and handles sensitive topics with care.

• Encouragement

  Gently supports learners and helps ease stress and anxiety — for example, before exams.

Phone, tablet and computer — in the browser, nothing to install. Voice, photo and text.

Four roles. One ecosystem

• Learner

  A personal tutor around the clock, a learning path, goals and assignments.

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• Parent

  Their own account and chat: the child’s progress, strengths, gaps and talents.

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• Teacher

  An AI assistant, class analytics, assignments and groups. Free, with generous limits.

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• School and partners

  Administration and aggregated insights across schools and education programmes.

  Request a presentation

Core features are free forever. Free for teachers, with generous limits.

For every question — the best-suited model and real pedagogy, not just an answer

Winny AI’s own technology: a model orchestrator, a pedagogical agent, a safety layer and long-term memory of each learner. The product does not depend on any single AI provider.

• Model orchestrator

  For each request it chooses the best-suited model, including national ones, and tunes its behaviour to the subject, language and task. A model can be replaced without rewriting the product.

• Pedagogical agent

  Plans every reply to lead the learner to understanding: guiding questions and step-by-step hints instead of a finished answer. It holds firm when a learner tries to coax out the answer, and this mode cannot be switched off.

• Safety layer

  Checks every answer for child safety and for correct references to learning materials.

• Learner’s digital twin

  A competency profile and long-term memory: Winny AI Tutor remembers years of learning — what the learner already understands, where the gaps are, what their talents are and which goal they are working toward.

• Ontological interdisciplinary graphs

  School subjects are connected in a single knowledge graph built from textbooks and approved curricula, so the tutor sees the links between topics across subjects.

• Bloom’s taxonomy

  Every topic is broken down into levels of mastery following Bloom’s taxonomy: learners climb the ladder of thinking instead of collecting ready answers.

Every update goes through a pedagogical quality loop: a test bench with synthetic AI learners and quality scales. The orchestrator and the educational ecosystem are registered as intellectual property.

Global technology. National character

Winny AI Tutor adapts to Yemen’s schools and to the Arabic language — not the other way around.

• Curriculum and assessments

  Setup for the school curriculum and textbooks from grade 1 to grade 12: basic education (grades 1–⁠9) and secondary education (grades 10–⁠12) with the scientific and literary streams; preparation for the basic education certificate at the end of grade 9 and for the General Secondary Certificate (Al-Thanawiya Al-Amma) at the end of grade 12.

• Language and culture

  More than 90 languages, including Arabic and English, and cultural adaptation.

• Models

  National and regional models, including models for the Arabic language; we fine-tune models for the country’s language.

• Infrastructure

  The service and data are kept in a closed environment, with full localization and storage of data in accordance with the laws of the country.

• Transparency

  A “glass box”, not a “black box”: anyone responsible can check how answers are built and what they contain.

From the first learners to every school

You can start today: learners and schools in more than 80 countries already work with Winny AI Tutor, and everything needed to begin is ready. Families, teachers and schools can begin right away.

1. First learners and families

   Learners and parents can start with Winny AI Tutor today: core features are free forever. Teachers join free, with generous limits; training workshops for teachers.

   Try Winny AI Tutor

2. Teachers and schools

   An AI assistant for teachers, class analytics, assignments and groups — free, with generous limits.

3. Pilot project

   A pilot in a group of schools with education partners, with independent impact evaluation by an academic partner.

4. Setup for Yemen

   Curriculum and exams from grade 1 to grade 12, the Arabic language and models.

From a school tutor to a lifelong mentor

We are developing an educational AI ecosystem for lifelong learning: from first words, school and career guidance to university, a profession and upskilling.

1. First steps Developing with partners

   A smart speaker for children: learning by voice from the very first words.

2. School Working today

   All subjects, grade 1 to grade 12: exam preparation, talent discovery, career guidance.

   Try Winny AI Tutor

3. Colleges and universities Developing with partners

   Admission, choosing a programme and support for students throughout their studies.

4. Further education Developing with partners

   Hobbies, new skills, upskilling and reskilling — for children and adults.

5. Lifelong mentor Developing with partners

   Professional growth and career throughout life.

Career guidance that looks ahead

Every learner’s talents and an informed choice of career

The world and the job market are changing fast. Winny AI Tutor sees a learner’s strengths, interests and talents in every subject and helps them choose a direction. The next step is to take labor market trends, new technologies and future professions into account.

• Talents in every subject Working today

  The competency digital twin shows a learner’s strengths, gaps and inclinations in each subject.

• Career guidance Working today

  Recommendations on fields of study based on the learner’s strengths and interests — to support their own decision about the future.

• Atlas of future professions Developing with partners

  Together with experts and universities, we are developing an atlas of future professions so that career guidance reflects labor market trends and new technologies.

• Neuroprofiling Developing with partners

  We work with experts in neuroprofiling to prepare diagnostics of talents and inclinations, including with neural interfaces — voluntary and with parental consent.

For schools and education partners: early discovery of talents and a picture of the fields graduates are likely to choose — for guidance towards vocational and higher education.

Winny AI · AI-Native Enterprise

A global EdTech company of a new kind

Winny AI builds AI solutions for personalised learning, with an ethical approach to adopting artificial intelligence and respect for national education standards.

A team of experts and hundreds of AI agents

Alongside our team, spread across the world, hundreds of AI agents are at work: they build the company together with us — which is how the team gets so much done.

• R&D
• Product
• Methodology
• Sales
• Customer experience

• Technology

  The founder has more than 14 years in SaaS and product development, more than 8 of them in senior leadership (C-level); he led the technology function of an international IT service with more than 30 million users.

• Education

  Our own methodology department; the methodology was developed with teachers and curriculum specialists.

• AI ethics and regulation

  Experts in the law and regulation of AI in education on the team; our own AI governance charter.

• International work

  We speak at international conferences and round tables on AI in education; nominee for the UNESCO Prize for the Use of ICTs in Education.

• Leadership

  Heads of functions, including holders of doctoral degrees, with experience at big tech and leading EdTech companies: strategy, finance, sales, product, methodology, customer experience.

Around the team — dozens of strategic partners worldwide and academic collaborations.