THE CASE FOR A NATIONAL AI FLYWHEEL

Last week's EGFSN report had everything you'd expect to generate headlines - and discussions - for days:

1 – Ireland leads in terms of the demand for AI jobs

2 – AI jobs and usage in Ireland have more than doubled since 2023

3 – Ireland’s ranks 3rd in the EU in terms of digital skills

Which is, frankly, legendary. But over the weekend we’ve already been asked: ‘How could we do even better?’

The clue might be in something the statistics are suggesting but not screaming: implementation speed varies wildly. Our clients move from proof of concept to production in months. Others in Ireland, however, remain in ‘proof of concept purgatory’ for years.

So what if creating a national AI Flywheel became an official policy objective?

This idea recasts many existing - but often fragmented - processes into a single exponential loop of progress. Each turn of the flywheel accelerates the next.

At Brightbeam we define the core of the method as Strategy → Build → Train. It’s not an inherently new idea; it’s mostly a re-jigging of current best practice. The key is to choose low-risk, small budget and high impact projects to get it spinning. And then reframe its output:

A. Instant visible proof

Very rapid prototypes - delivered in 1-5 days - turn pilots into an ignition mechanism. The potential and momentum become undeniable when condensed into less than a week.

B. Compounding benefits not linear delivery

The flywheel replaces the flat ‘project pipeline' mindset - with an exponential model of increasing acceleration. This keeps everyone focused on what's next.

C. Cultural fluency is key

AI adopters build an organisational fluency that attracts talent and strengthens internal capability. The EGFSN report shows we clearly have the potential for this in Ireland.

The flywheel is flexible - you can start anywhere - with strategy, build or training. The important thing is to get going. And it can work anywhere - in the private or public sector.

If this became a national strategy - if it was something Ireland became famous for - the rest of the world would have to watch as Ireland, already expert at implementation, became the world leader.

Want to chat about the flywheel method? Get in touch.