For decades, finance has been built around certainty.
Tax calculations, regulations and reporting have always required precision. But in practice, the process has not always felt simple. Complex legislation, time-consuming research and the constant pressure of getting things right have long shaped the work of accountants and financial advisors.
Now, that environment is beginning to change.
This shift is not only about speed. It is also about how uncertainty is managed in areas where trust, compliance and accuracy matter most.
A visible shift in finance
As AI adoption continues to expand, its role in finance is becoming easier to recognise.
Rather than simply automating repetitive tasks, new tools are starting to support professionals as they navigate complexity, access relevant information more quickly and reduce the time spent on research-heavy processes.
This is where one Dublin-based startup stands out: Leapifai.
What Leapifai is building
Leapifai is building an AI tax copilot for accountants and financial advisors.
Its positioning suggests a focus on supporting tax professionals with faster access to insights and a more efficient way to handle complex tax research. According to the company’s messaging, the platform is designed to:
- deliver instant tax insights
- provide statutory-backed analysis
- streamline complex tax research
This points to a practical shift in workflow, where tasks that previously required hours of manual research may be completed much faster.
Why this matters
The significance of this shift goes beyond efficiency alone.
In finance, AI is not valuable simply because it speeds things up. Its real potential lies in helping professionals work through complexity in a way that supports clearer, more informed decisions in highly regulated environments.
That is why companies like Leapifai are worth watching. They reflect a broader movement in which AI is becoming part of the infrastructure behind financial decision-making, rather than just an additional layer of automation.
Leadership behind the company
Leapifai is led by Beibei Flynn, Founder and CEO.
Her work combines AI with financial process automation, highlighting how emerging technologies can create value in industries where accuracy and reliability are critical. She also represents a new generation of female tech leaders emerging from Ireland’s startup ecosystem.
A wider signal in Ireland’s AI ecosystem
At AI Dubliners, we follow these developments closely because they help us understand where Ireland’s AI ecosystem is heading.
Leapifai is one of the early signals of how AI may shape finance, not only by making processes faster, but by helping professionals manage complexity more effectively. As more startups in Ireland apply AI to specialised and high-stakes sectors, the impact of this shift is likely to become even more visible.
At AI Dubliners, we observe, document and share Ireland’s AI ecosystem, from startups to strategy.
Where do you think AI will create the biggest impact in finance?


