• Home
  • Latest
  • Fortune 500
  • Finance
  • Tech
  • Leadership
  • Lifestyle
  • Rankings
  • Multimedia
TechTech

‘Two-tier’ AI economy is emerging between startups and corporations, with large organizations falling behind, AWS EMEA chief says

By
Beatrice Nolan
Beatrice Nolan
Tech Reporter
Down Arrow Button Icon
By
Beatrice Nolan
Beatrice Nolan
Tech Reporter
Down Arrow Button Icon
February 18, 2025, 5:11 AM ET
Photo by Noah Berger/Getty Images for Amazon Web Services
  • Large companies are not adopting AI as quickly as start-ups, AWS managing director Tanuja Randery says. The gap is leading to a “two-tier” AI economy as startups outpace corporations.

As companies race to incorporate AI into their day-to-day operations, a “two-tier” economy is emerging between startups and larger corporations, Tanuja Randery, the managing director of Amazon Web Services in EMEA told Fortune.

Recommended Video

Citing a new report from AWS, Randery said that European startups had integrated AI at pace over the last year while larger enterprises in the region were falling behind.

The report was produced by AWS’s independent policy and research consultants, Strand Partners, who conducted surveys across the European Union, the UK, and Switzerland that targeted 1,000 nationally representative members of the public and surveyed 1,000 business leaders.

“Startups are really leveraging AI to build entirely new products and business models. So it’s not just experimentation—it’s really embedding it in the core of everything that they’re doing,” Randery said. “Enterprises are largely still experimenting around productivity.”

“There is a little bit of an emergence of what I would call a two-tier, or two-speed AI economy, with tech-driven startups outpacing larger enterprises, and I think that’s an important thing for us to keep an eye on,” she added.

Recently, several major companies have begun talking more openly about using AI to boost their day-to-day operations. Big Tech companies, including Google and Meta, are leading the way, already using AI to automate coding work within the companies.

But, larger companies also have to reckon with complex layers of internal structures, external regulation, and a digital skills gap when trying to incorporate emerging tech.

Startups, in comparison, thrive in innovation-driven environments and are typically more tech-savvy and nimble when it comes to working with new tech. Their agility, modern tech stacks, and innovation-first cultures make incorporating new forms of tech easier than in larger enterprises that require multiple levels of approval for changes.

The report found that only 3% of larger companies in Europe have embedded AI at their core in the same way as startups. It also said if this gap isn’t addressed, Europe risks missing out on a projected $434 billion in GDP from cloud-enabled AI by 2030.

Randery partially attributed this to larger businesses struggling to keep up with and fully understand their responsibilities in a fast-moving regulatory environment.

“Regulation, in particular here in Europe, is complex and businesses are struggling a little bit to keep up with and understand their responsibilities under the EU AI Act,” she said.

Europe’s AI dilemma

Europe has been trying to simplify its approach to AI regulation following the Paris AI Action Summit last week.

The European Union’s AI Safety Act, the world’s first major legal framework for AI, came into force last August, with some of its obligations set to apply from this month.

It aims to ensure safety and protect fundamental rights in the AI age, but some have argued it’s overcomplicated, stifles innovation, and makes the region less competitive at a time when the U.S. is pulling back on tech regulation.

At the Summit last week, French President Emmanuel Macron appeared to acknowledge that European regulation had become complicated. He announced that Europe would cut back on regulation and “simplify” it to make it easier for artificial intelligence to flourish in the region.

Randery said European businesses are currently saying that they spend, on average, 40 euros out of every 100 on technology in compliance and regulation.

“Imagine if you could put that 40 euros back into technology,” she said. “Europe has all the foundations for success…I think we’ve got all that we need to make this phenomenally transformative for us.”

“However, I think the barriers that we have in Europe are holding us back from further adoption of AI,” she added.

Join us at the Fortune Workplace Innovation Summit May 19–20, 2026, in Atlanta. The next era of workplace innovation is here—and the old playbook is being rewritten. At this exclusive, high-energy event, the world’s most innovative leaders will convene to explore how AI, humanity, and strategy converge to redefine, again, the future of work. Register now.
About the Author
By Beatrice NolanTech Reporter
Twitter icon

Beatrice Nolan is a tech reporter on Fortune’s AI team, covering artificial intelligence and emerging technologies and their impact on work, industry, and culture. She's based in Fortune's London office and holds a bachelor’s degree in English from the University of York. You can reach her securely via Signal at beatricenolan.08

See full bioRight Arrow Button Icon

Latest in Tech

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025

Most Popular

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Fortune Secondary Logo
Rankings
  • 100 Best Companies
  • Fortune 500
  • Global 500
  • Fortune 500 Europe
  • Most Powerful Women
  • World's Most Admired Companies
  • See All Rankings
  • Lists Calendar
Sections
  • Finance
  • Fortune Crypto
  • Features
  • Leadership
  • Health
  • Commentary
  • Success
  • Retail
  • Mpw
  • Tech
  • Lifestyle
  • CEO Initiative
  • Asia
  • Politics
  • Conferences
  • Europe
  • Newsletters
  • Personal Finance
  • Environment
  • Magazine
  • Education
Customer Support
  • Frequently Asked Questions
  • Customer Service Portal
  • Privacy Policy
  • Terms Of Use
  • Single Issues For Purchase
  • International Print
Commercial Services
  • Advertising
  • Fortune Brand Studio
  • Fortune Analytics
  • Fortune Conferences
  • Business Development
  • Group Subscriptions
About Us
  • About Us
  • Press Center
  • Work At Fortune
  • Terms And Conditions
  • Site Map
  • About Us
  • Press Center
  • Work At Fortune
  • Terms And Conditions
  • Site Map
  • Facebook icon
  • Twitter icon
  • LinkedIn icon
  • Instagram icon
  • Pinterest icon

Latest in Tech

Zoom is giving away $150K to ‘solopreneurs’ with no strings attached—as 33 million workers ditch corporate to become their own boss
SuccessCareers
Zoom is giving away $150K to ‘solopreneurs’ with no strings attached—as 33 million workers ditch corporate to become their own boss
By Orianna Rosa RoyleMay 3, 2026
2 hours ago
Disney’s new CEO is exploring a ‘super app’ for theme park tickets, movies and more
Big TechMedia
Disney’s new CEO is exploring a ‘super app’ for theme park tickets, movies and more
By Thomas Buckley, Lucas Shaw and BloombergMay 2, 2026
10 hours ago
Apple raises Mac Mini’s starting price to $799 after AI frenzy drains supply
AIChips
Apple raises Mac Mini’s starting price to $799 after AI frenzy drains supply
By Chris Welch, Mark Gurman and BloombergMay 2, 2026
10 hours ago
Unionized workers form alliance with rich tech giants on AI data centers, pushing back on local opposition and redrawing political lines
AIData centers
Unionized workers form alliance with rich tech giants on AI data centers, pushing back on local opposition and redrawing political lines
By Marc Levy and The Associated PressMay 2, 2026
11 hours ago
Jensen Huang says some CEOs have a ‘God complex’ when it comes to AI apocalypse warnings, which can create shortages of critical workers
AIchief executive officer (CEO)
Jensen Huang says some CEOs have a ‘God complex’ when it comes to AI apocalypse warnings, which can create shortages of critical workers
By Jason MaMay 2, 2026
16 hours ago
Photo of several people working on a presentation together
AICareers
Big Tech is shelling out up to $1 million for new hires who will never have to write a line of code
By Sydney LakeMay 2, 2026
18 hours ago

Most Popular

Scott Bessent on financial literacy: 'it drives me crazy' to see young men in blue-collar construction jobs playing the lottery
Personal Finance
Scott Bessent on financial literacy: 'it drives me crazy' to see young men in blue-collar construction jobs playing the lottery
By Fatima Hussein and The Associated PressMay 1, 2026
2 days ago
Gen Z is rebelling against the economy with ‘disillusionomics,’ tackling near 6-figure debt by turning life into a giant list of income streams
Economy
Gen Z is rebelling against the economy with ‘disillusionomics,’ tackling near 6-figure debt by turning life into a giant list of income streams
By Jacqueline MunisMay 2, 2026
18 hours ago
Stop donating to Harvard and the Ivy League. There's a better option that MacKenzie Scott already figured out
Commentary
Stop donating to Harvard and the Ivy League. There's a better option that MacKenzie Scott already figured out
By Ed Smith-LewisMay 2, 2026
23 hours ago
The American household just took an 81% margin cut. Wall Street hasn’t priced it in
Commentary
The American household just took an 81% margin cut. Wall Street hasn’t priced it in
By Katica RoyMay 2, 2026
21 hours ago
A Chick-fil-A worker got fired and then showed up behind the register to allegedly refund himself over $80,000 in mac and cheese
Law
A Chick-fil-A worker got fired and then showed up behind the register to allegedly refund himself over $80,000 in mac and cheese
By Catherina GioinoMay 1, 2026
2 days ago
Current price of oil as of May 1, 2026
Personal Finance
Current price of oil as of May 1, 2026
By Joseph HostetlerMay 1, 2026
2 days ago

© 2026 Fortune Media IP Limited. All Rights Reserved. Use of this site constitutes acceptance of our Terms of Use and Privacy Policy | CA Notice at Collection and Privacy Notice | Do Not Sell/Share My Personal Information
FORTUNE is a trademark of Fortune Media IP Limited, registered in the U.S. and other countries. FORTUNE may receive compensation for some links to products and services on this website. Offers may be subject to change without notice.