Trinity and Microsoft report AI frees up thousands of work hours

The AI Economy Ireland 2026 report, produced by Trinity College Dublin in collaboration with Microsoft Ireland, finds that everyday AI use is freeing up large amounts of employee time. Per the report, a typical mid-sized organisation can gain up to 1,000 hours a month, while large multinationals report up to 5,000 hours a month in time savings. The survey fieldwork ran from December 2025 to January 2026 and covered senior leaders across 250 organisations, and the report states its economic modelling is based on self-reported time savings, sectoral employment counts, and a 48-week working year. The report also finds 92% of organisations use or plan to use AI and that fewer than half (44%) have a formal AI policy.

The report quantifies time savings as reductions in routine tasks such as email handling, meetings and administrative coordination, and presents a cross-firm comparison showing large firms are more likely to report weekly time savings of two hours or more per employee (54% vs 25% for SMEs). The report highlights that organisations with a formal AI policy are substantially more likely to report major productivity gains, citing a 30% vs 3% split in reported major gains between firms with and without such policies, per the published findings.

Industry-pattern observations: widespread adoption metrics often mask readiness and capability gaps between firm sizes. Comparable national and sector studies show that adoption rates can outpace governance, training and policy adoption, which in turn correlates with uneven productivity outcomes across firms. Reports from other national studies similarly link formal governance and training to larger, more durable productivity gains.

Editorial analysis: for practitioners, the report frames two simultaneous realities that recur in adoption studies. First, automation and generative tools are delivering measurable time savings on routine work, which frontline teams and managers report as reduced workload and improved ability to 'switch off' outside work-findings echoed in the report's claim that seven in ten leaders reported reduced workload and one in three said AI helps them switch off. Second, the distribution of those gains is uneven: the report documents a clear maturity gap between SMEs and large multinationals, and it highlights a notable gender confidence gap in workplace AI use (the report states 70% of women versus 52% of men hesitate to use AI at work). These patterns matter for teams designing change management, upskilling and governance programmes.

The publications referenced also cite broader displacement risk: reporting points to an Economic and Social Research Institute (ESRI) study that estimates about 7% of current jobs could be displaced in the short-to-medium term, equating to almost 200,000 jobs, as noted in national coverage of the findings.

Industry context: observers and practitioners should track three indicators that will show whether time savings convert to sustained value:

• •Adoption of formal AI policies and governance across SMEs and large firms, given the report's correlation between policies and reported major productivity gains.
• •Investment in training and reskilling metrics, especially efforts to close the gender confidence gap the report documents.
• •Follow-up measurement of output or innovation metrics, beyond time saved, to see whether freed capacity is redirected to higher-value work.

Catherine Doyle, General Manager, Microsoft Ireland, is quoted in the report launch: "AI is already delivering real value for Irish organisations, freeing up thousands of hours a month." Professor Ashish Kumar Jha of Trinity College's ADAPT Centre is quoted urging action on the maturity gap: "Closing the maturity gap between large organisations and SMEs will be essential if Ireland is to translate widespread AI adoption into durable, economy-wide productivity gains."