European schools train 12,000 pupils to build AI & startups
Secondary school students across ten European countries are now building and prototyping artificial intelligence solutions as part of their classroom experience. The programme aims to address a shortage of AI-literate talent impacting the continent's technology sector and wider economy.
Early AI education
The AI-ENTR4YOUTH initiative brings AI-focused entrepreneurship into secondary school education. It is coordinated by JA Europe, and supported by Intel and the European Commission. The curriculum spans technical modules, such as programming in Python, computer vision, data literacy, and no-code AI platforms, as well as ethical considerations. These are paired with startup-oriented problem solving, so pupils are exposed to building solutions for real-world challenges, rather than learning AI only in theory.
The initiative began in Italy, Portugal and Spain and has since expanded to Albania, Bulgaria, the Czech Republic, France, Greece, Romania and Ukraine. A collaboration with EIT Food brings a focus to AI's role in agriculture and food systems, including applications in robotics, IoT and analytics. So far, more than 12,000 students have participated, with a target of 30,000 by 2026.
Workforce demand gap
European institutions have highlighted the need for widespread skills development in AI. Assessment by Cedefop for the European Commission has found that 60% of European workers are likely to require some AI reskilling within the year. Separate research by EY reports that 77% of businesses already cannot find enough AI-capable hires.
Youth surveys reflect this mismatch. A 2024 poll of 7,000 students found that 74% believe AI will have a strong influence on their careers, but fewer than half think that their current education equips them with appropriate skills. This skills gap is seen as a contributing factor to the challenges in meeting business demand for AI fluency.
Practise over theory
The AI-ENTR4YOUTH model places emphasis on hands-on learning: students complete 52 hours building actual AI prototypes, combining coding with business planning approaches such as rapid prototyping and use of business canvases. This format is intended to improve retention and ignite interest in science, technology, engineering and mathematics (STEM) pathways.
Case studies emerging from the initiative include PulsePal, set up by Albanian student Ajsel Budlla. PulsePal uses AI models to remotely monitor vital signs for people in remote rural areas and won the Code Week Digital Innovation Award.
"Initially, building an AI model seemed unimaginable. Once you work hands-on, you realize it's achievable," said Budlla.
Curriculum integration
Backers of the programme argue that AI and entrepreneurship education require integration across subjects, rather than being separate additions.
"Integrating AI and entrepreneurship isn't about adding one more class. It forces a shift away from isolated disciplines toward interdisciplinary problem-solving," said Francesca Matieri, Head of Education, JA Italy.
Mario Roccaro of EIT Food highlights the cross-curricular benefits: "AI allows us to embed these capabilities across subjects-from physics to social sciences-so students see technology not as a silo, but as an enabler of real-world outcomes."
Implementation challenges
Scaling the programme across varied education systems is not straightforward. Teacher preparedness is uneven. In Portugal, an ageing teacher population is cited as a barrier to widespread take-up, whereas in Spain, strong corporate support has helped 73% of schools implement the programme more rapidly.
Katia Teixeira from JA Portugal stated, "Training alone isn't enough. Teachers need an ecosystem-tools, volunteers with technical expertise, and clear alignment with local curricula."
The European Commission is supporting adoption by developing an AI Litreacy Framework for schools, in cooperation with OECD and G7 partners. This aims to smooth integration of initiatives like AI-ENTR4YOUTH into national reforms.
Long-term impact
As well as employability, the initiative aims to stimulate company formation from its alumni. Recent successes in this area include Cornel Amarei, whose AI company .lumen produces assistive technologies and has secured €15 million in funding.
"AI-ENTR4YOUTH proves young people can do more than use AI-they can build with it, question it, and apply it for public good. They're not future consumers of AI. They're future creators," said Salvatore Nigro, CEO, JA Europe.
