RESEARCH REPORT
Generating Impact
Turning frontier AI capabilities into frontline productivity and growth in Ireland
5-MINUTE READ
May 8, 2026
In brief
- Only 1 in 10 Irish organisations have embedded AI in core operations and are seeing measurable profit and loss impact.
- Agentic AI is expanding what’s possible, yet most organisations lack the systems, skills and trust to scale impact.
- Without reinvention of work, workforce and core systems, AI risks remaining incremental rather than transformational.
Why AI’s promise remains under pressure in Ireland
Ireland has made rapid progress in adopting AI, with tools increasingly embedded in daily work and awareness rising across the workforce. However, this momentum has not yet translated into sustained productivity or economic impact at organisational or national level. The report highlights a growing tension: AI capability is advancing faster than organisations’ ability to operationalise it at scale.
Agentic AI marks a turning point. As systems move from assisting individuals to executing and coordinating work, AI becomes less a technology upgrade and more a fundamental shift in how organisations operate. Yet most organisations are still structured, governed and measured for a world of human-led workflows. This leaves value fragmented, trapped in pilots or local efficiency gains rather than enterprise performance.
Three structural challenges persist. A delivery gap limits the move from pilots to production, constrained by legacy systems and weak integration into core operations. A workforce gap remains, with employees keen to engage and reskill but lacking clarity, confidence and consistent organisational support. Trust also continues to cap progress, with concerns around data security, regulation, accountability and the growing autonomy of AI systems. Together, these tensions explain why Ireland risks falling short of AI’s full productivity and growth potential unless organisations shift from adoption to reinvention.
Reinvention at scale
The report urges organisations to move decisively from adoption to impact. Progress does not require everything to be perfect upfront. Leaders who pick a critical business problem, redesign work around it and build the right capabilities learn faster—and create a repeatable pathway to enterprise-wide reinvention.
Using AI to advance your business strategy, while asking whether AI is changing what that strategy should be.
35%
of executives say AI has delivered little to no impact on business performance.
Redesigning workflows so AI can execute and coordinate processes end-to-end.
82%
of working hours could be in scope for AI-enabled reinvention.
Building confidence and competence in AI, whilst building the right operating model to enable growth.
47%
of employees say they have been expected to use new technology which they haven’t been trained on.
Connecting, securing and scaling the systems AI needs to act.
54%
of executives say their organisation is not ready to integrate AI agents with core enterprise systems.
Establishing governance and guardrails so AI systems can be trusted and scaled with confidence.
56%
more than half of executives say they are not ready to supervise agents in real time.
The moment is now. The question this research puts to me and every leader is a direct one: will we act boldly enough, and quickly enough, to make the moment count?
Hilary O'Meara / Country Managing Director, Accenture in Ireland
