Artificial Intelligence is rapidly transforming the skills required for future employment and entrepreneurship. The AI-ENTR4YOUTH project explored how education systems can better prepare young people for this transition by integrating AI competences into entrepreneurial learning.
Through a large-scale pilot implemented in Spain, Italy and Portugal, the project engaged 690 students, 31 teachers and 45 mentors, resulting in the development of 90 AI-based solutions addressing real-world challenges. The project developed and tested an innovative learning methodology combining foundational AI literacy, ethical awareness, and entrepreneurial competences within existing school pathways. By embedding AI learning into real educational environments, the initiative promotes digital inclusion while aligning with European values of responsible and human-centred technology use.
What This Policy Recommendations Document Presents
The Policy Recommendations document which is prepared for policy makers and relevant stakeholders document consolidates the most relevant insights generated throughout project implementation. Designed as an accessible entry point to the project’s policy work, the publication translates practical experience into actionable guidance for decision-makers, educators and innovation ecosystem actors.
The document brings together evidence emerging from implementation across partner countries, focusing on the conditions required to successfully integrate Artificial Intelligence and entrepreneurship education into secondary education systems.
Key Policy Recommendations
Building on project evidence, the multi-stakeholder Advisory Committee; bringing together representatives from public institutions, education authorities, industry, and civil society developed targeted recommendations to support the sustainable integration of Artificial Intelligence and entrepreneurship education across European education systems.
Highlighted recommendations include:
- Establish EU-level accreditation and national recognition,
- Refocus teacher training on pedagogy,
- Strengthen VET and lifelong learning pathways,
- Embed AI and data literacy as transversal competences,
- Create open innovation hubs and experimentation sandboxes,
- Mandate dual learning pathways (No-Code + Coding).
From Project Results to Policy Action
The Policy Recommendations document serves as a practical bridge between project outcomes and policy development. By compiling key findings, challenges, success factors and actionable recommendations, it provides policymakers and stakeholders with a concise roadmap for fostering AI-ready, entrepreneurial and inclusive education systems across Europe.
