OECD report highlights AI’s growing role in workforce training

AI is beginning to reshape how vocational education and training (VET) systems design qualifications, update curricula and respond to rapidly changing labour market demands, according to a new OECD report.

As economies undergo digital and green transitions, education authorities face growing pressure to ensure training programmes remain aligned with evolving workforce needs.

The report finds that AI is already being used across parts of the vocational education ecosystem to analyse labour market trends, identify emerging skills gaps, map competencies and support curriculum development.

Countries, including the Netherlands, Switzerland, Estonia and Germany, have launched pilot initiatives using AI tools to accelerate and improve qualification design and revision processes.

AI is also being explored as a mechanism for supporting modular learning pathways and micro-credentials in sectors experiencing rapid technological change.

Despite growing interest, the OECD stresses that AI adoption remains uneven and largely experimental. Most systems continue to rely on traditional governance structures involving employers, industry representatives, educators and public authorities.

Rather than replacing existing governance processes, AI is currently being used to support evidence gathering, stakeholder consultations and administrative functions. The organisation notes that countries with strong digital infrastructures and advanced labour market intelligence systems are better positioned to move from isolated pilots to broader implementation.

The report also warns that broader AI adoption could introduce new risks for vocational education systems. Concerns include biased outputs, poor data quality, reduced transparency, cybersecurity vulnerabilities and the possibility of weakening collaborative decision-making.

To address these challenges, the OECD argues that AI deployment must remain human-centred and operate within robust governance frameworks. Maintaining accountability, ensuring stakeholder participation and protecting data integrity will be critical as governments increasingly integrate AI into education and workforce development policies.

Why does it matter?

Vocational education systems play a critical role in preparing workers for changing labour markets. As digitalisation, automation and the green transition reshape skills demand, governments are looking for ways to update qualifications and training programmes more quickly. The OECD report suggests that AI could help education systems identify emerging workforce needs, improve labour market intelligence and make curriculum development more responsive.

At the same time, the report highlights that technological innovation alone is unlikely to solve skills challenges. The effectiveness of AI in vocational education will depend on strong governance, reliable data, stakeholder participation and human oversight. How governments balance efficiency gains with transparency, accountability and trust could shape the future of workforce development and lifelong learning policies.

Would you like to learn more about AI, tech and digital diplomacy? If so, ask our Diplo chatbot!