What Experience Tells Us About AI, Skills, and Competitiveness

According to the World Economic Forum’s Future of Jobs Report 2025, 1.1 billion jobs could be transformed by technology over the next decade, and 86% of companies will be affected by AI and information processing by 2030.

As AI becomes embedded in service transformation, advanced automation and product engineering, most occupations can now be broken down into automatable tasks and tasks requiring human judgment. Making this distinction explicit has become essential; it is the condition for human work to gain value, rather than be sidelined.

For European leaders, the challenge is no longer whether AI should be adopted, but how to accelerate deployment without disrupting the business or diluting responsibilities. The most successful organisations are now converging on a disciplined approach, focusing their efforts on a limited number of AI missions directly tied to measurable business outcomes, supported by solid technological foundations and ecosystem partnerships.

In this context, as Europe seeks to reconcile AI acceleration with technological sovereignty, Ireland offers a particularly illuminating point of comparison.

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Over two decades, the country has established itself as one of the world’s leading hubs for AI, semiconductors, and critical digital infrastructure, now hosting more than 1,800 international companies. This trajectory provides concrete lessons on transforming work in the AI era.

AI missions designed to transform work

In Ireland, the move from experimentation to large-scale deployment rests on well-defined AI missions, such as shortening production lead times, improving customer satisfaction, optimizing financial processes, or accelerating product engineering, especially in medtech, financial services, or advanced technologies.

These missions are increasingly AI-led by design. Each is championed by a senior business sponsor, with shared accountability among business units, technology, risk management, and human resources.

This collective governance allows security, ethics, and skills considerations to be integrated from the outset, while ensuring the regular deployment of solutions. The benefits are made visible to the teams involved, fostering ownership and evolution of roles rather than resistance to change.

Redefining roles rather than removing them

The World Economic Forum has highlighted the rise of new profiles—AI engineers, data specialists, business-oriented solution architects—alongside a lasting need for leadership, analytical thinking, and socio-emotional skills.

AI does not eliminate work; it redefines its content.

Ireland has made this transition a strategic pillar, with a coordinated national approach linking universities, industry, and public authorities. Specialized programmes, initiatives like Digital Skillnet, AI academies, and applied research centres train thousands of professionals yearly in machine learning, data science, cybersecurity, and high-performance computing.

The objective is clear: to enable talents to evolve with AI, not be replaced by it.

Toward new organizational models and ecosystems

Finally, AI is also transforming how organisations collaborate with their partners. It is no longer a juxtaposition of isolated tools, but a set of coordinated platforms, such as the cloud, data, hardware, and sector-specific software and solutions, designed to be repeatable and scalable.

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Operating models aligned to these ecosystems enable teams to collaborate beyond organizational boundaries and accelerate the move from idea to impact. This ecosystem logic, already at work in Ireland, is a key lever to strengthen European competitiveness.

For Europe, the challenge now is to transform AI into a driver of sustainable performance, improved work quality, and talent attraction. Strengthening cooperation among member states, notably between France and Ireland, will be decisive in building a future of work that is innovative, responsible, and human-centered.

* Anne-Marie Tierney-Leroux is Technology Divisional Manager at IDA Ireland

Dawn Liphardt

Dawn Liphardt

I'm Dawn Liphardt, the founder and lead writer of this publication. With a background in philosophy and a deep interest in the social impact of technology, I started this platform to explore how innovation shapes — and sometimes disrupts — the world we live in. My work focuses on critical, human-centered storytelling at the frontier of artificial intelligence and emerging tech.