Trinity College Dublin and Microsoft Ireland research finds organisations in Northern Ireland have moved beyond early-stage AI experimentation, with stronger integration into day-to-day operations and higher levels of confidence, competitiveness and workforce impact
Northern Ireland has moved beyond early-stage AI experimentation, with adoption now embedded across day-to-day operations and already delivering measurable business impact, according to new research from Trinity College Dublin, in collaboration with Microsoft Ireland.
Drawing on insights from 300 senior leaders across the island of Ireland, spanning both the public and private sectors, the AI Economy Ireland 2026 report provides a snapshot of the current state of AI adoption and organisational readiness. The findings highlight Northern Ireland as demonstrating a more advanced and embedded approach to AI compared to the Republic of Ireland (ROI), with organisations increasingly integrating the technology into workflows, operations and strategic decision-making.
AI adoption is already mainstream across Northern Ireland organisations. Almost all organisations (94%, compared to 92% in ROI) say they are either using or planning to develop AI tools internally, while 62% already have AI tools implemented and in active use, compared to 39% in the ROI, indicating a more advanced stage of deployment and operational integration.
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The value case for AI is also becoming increasingly clear. More than seven in 10 organisations (72%, compared to 48% in ROI) report moderate or significant productivity improvements from AI adoption, while 42% say AI has already improved competitiveness, compared to 26% in ROI, pointing to tangible commercial impact beyond efficiency gains.
The research also highlights high levels of organisational confidence and AI readiness in Northern Ireland. Some 86% consider themselves AI literate (compared to 72% in ROI), while 44% strongly agree that their organisation is AI literate, compared to 19% in ROI, suggesting strong confidence in internal capability, governance and readiness to scale AI use.
Confidence in AI use is also reflected at employee level. Two-thirds (66% versus 39% in ROI) say they do not hesitate to use AI due to concerns about making mistakes, indicating growing familiarity and comfort with the technology across workplaces.
According to the research, AI use is now deeply embedded in everyday workflows. Nearly nine in 10 organisations (88%, compared to 82% in ROI) report that employees are using free or public AI tools for work, reinforcing how widespread adoption has become across the workforce.
At the same time, governance structures are evolving alongside adoption. The research shows that 84% of organisations either already have an AI policy in place or are actively developing one (compared to 70% in ROI), while almost half (48%, versus 42% in ROI) test AI tools for accuracy or risks before deployment, demonstrating a growing focus on responsible and controlled AI implementation.
The impact of AI is also being felt in workplace wellbeing and productivity. More than three-quarters (76%) say AI has reduced overall work stress or workload, compared to 70% in ROI, while 67% say they have experienced a moderate 10–30% reduction in the ‘infinite workday’ (compared to 46% in ROI). Separately, 34% say AI is helping them switch off more effectively from work (versus 32% in ROI), highlighting AI’s growing role in improving day-to-day work practices and supporting clearer work-life boundaries.
To coincide with the publication of the research, Microsoft officially launched its manifesto for Northern Ireland. The manifesto outlines a vision for Northern Ireland to become an ‘AI Frontier Region’ by leading the rapid, responsible adoption of AI to transform public services, drive productivity, and strengthen economic competitiveness.
Catherine Doyle, General Manager, Microsoft Ireland, said: “Northern Ireland has a real opportunity to become an AI Frontier region by leading in how AI is adopted and scaled across business and public services. This research shows organisations moving beyond experimentation and embedding AI into everyday operations.
“Strong adoption, workforce readiness and clear competitiveness gains provide a solid foundation for growth. The priority now is to support organisations of all sizes to move from experimentation to implementation, while ensuring AI is deployed responsibly to boost productivity, public services and economic competitiveness.
“That ambition is at the heart of Microsoft’s manifesto for the region, ‘Northern Ireland – An AI Frontier Region’, which sets out a clear vision for rapid and responsible AI adoption, with public sector leadership playing a critical role. The next phase of AI adoption will not simply be about doing today’s work faster, it will be about building new products, delivering better services, creating new economic opportunities and ensuring Northern Ireland is positioned at the forefront of responsible AI adoption and innovation.”
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Professor Ashish Kumar Jha, ADAPT Centre, Trinity College Dublin, said: “The data clearly shows that Northern Ireland is at an inflection point: AI is firmly embedded in day-to-day operations, and Ireland is among the leading AI-adopting economies globally.
“The findings show that organisations have moved beyond early experimentation and are now embedding AI into day-to-day operations in a meaningful way. What stands out is the combination of strong adoption and high confidence, with a clear link to improved competitiveness and workforce outcomes.
“High levels of implementation, organisational confidence and reduced hesitation to use AI all suggest that Northern Ireland is building the foundations needed to translate adoption into sustained economic value.”
Read the Spring 2026 edition free online →
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