Artificial intelligence may be spreading across euro zone businesses, but a new European Central Bank-linked survey suggests that most companies are still far from using the technology in a way that could transform productivity.
Only a small fraction of euro zone firms use AI intensely, based on a European Central Bank blog post released on Wednesday. Intense AI use is skewed toward smaller companies, with younger firms using AI more intensely than older ones.
More Than 5,000 Firms Surveyed
The findings are based on a large survey of companies across the currency bloc.
Reuters reported that the ECB surveyed more than 5,000 companies across the euro zone and found that more than 70% said they already use AI. Much of the remaining group plans to start using AI this year.
But the headline adoption rate does not tell the full story. Most AI use among euro zone firms remains moderate or infrequent, and only 7% of companies use AI intensely.
The Business Times highlighted the same finding, saying only 7% of surveyed firms use AI intensely despite the wider spread of basic adoption.
ECB Researchers See Limited Productivity Impact So Far
The gap between trying AI and deeply integrating it matters for Europe’s productivity debate. Economists have been debating whether AI use is intense enough to produce efficiency gains that are relevant at a macroeconomic level.
The ECB researchers were cautious. Reuters quoted the authors, all ECB researchers, as saying that the intensive use needed to drive transformation and macroeconomic gains remains rare. The ECB blog post does not necessarily represent the ECB’s official views.
This means Europe’s AI story may be more complicated than simple adoption figures suggest. A company may use AI tools for writing, translation, customer support, coding assistance, or document handling, but that does not automatically mean AI is changing how the whole business operates.
Smaller and Younger Firms Lead Intensive Use
The survey found a clear pattern among the companies using AI more deeply. Intense AI use is skewed toward smaller firms, while large firms are clearly lagging behind. Younger firms used AI more intensely than older companies and that use was concentrated in high-tech, knowledge-intensive services.
That pattern may reflect how companies adopt new technology. Smaller and younger firms can often redesign workflows faster, while larger companies may face legacy systems, compliance processes, workforce training demands, and slower internal approvals.
Cost Savings Versus Innovation
The survey also shows a difference in motivation. Firms at an early stage of AI adoption often cite cost reductions and operational efficiency as their main reasons for using it. Intensive users are more often motivated by growth and innovation.
This distinction is important. If firms mainly use AI to cut costs, the technology may improve margins without necessarily creating new products or business models. But when companies use AI for growth and innovation, the potential economic impact becomes larger.
Peer Pressure Is Pushing Adoption
Competition also appears to influence AI investment. Firms tend to invest in AI when their competitors do, suggesting peer pressure plays a role. Intensive users spend heavily on customized solutions that go beyond simply purchasing licences.
For the euro zone, the findings suggest that AI adoption is no longer the main question. The bigger issue is depth. Many firms are experimenting with AI, but only a small group is using it intensely enough to reshape operations, drive innovation, and potentially lift productivity across the wider economy.
