• Home
  • Latest
  • Fortune 500
  • Finance
  • Tech
  • Leadership
  • Lifestyle
  • Rankings
  • Multimedia
NewslettersThe Trust Factor

More and more business leaders are worried generative AI will erode consumer trust

By
Eamon Barrett
Eamon Barrett
Down Arrow Button Icon
By
Eamon Barrett
Eamon Barrett
Down Arrow Button Icon
December 1, 2023, 10:39 AM ET
Vanta CEO Christina Cacioppo says generative AI will present more opportunities than challenges.
Vanta CEO Christina Cacioppo says generative AI will present more opportunities than challenges.Harry Murphy/Sportsfile for Collision—Getty Images

Although they look fluffy and cute, llamas make excellent guard animals, which is why you might often spot the camel cousins standing proud in a field full of sheep. Naturally alert, llamas keep watch for predators encroaching on the paddock and make an alarm-like sound to ward off intruders. Their protective instincts are also why compliance software provider Vanta uses a llama as its mascot.

“It seemed appropriate for a security company, but not as on the nose as a dog,” Vanta CEO Christina Cacioppo told me on a call recently. 

Vanta has just published its latest State of Trust report, based on a survey of 2,500 “I.T. and business decision-makers across Australia, France, Germany, the U.K., and U.S.” Naturally, for a digital security company, the report considers “trust” primarily through the lens of data privacy, risk, and compliance. But Vanta’s survey provides some compelling data on how the IT community is tackling this year’s hottest topic: artificial intelligence.

Cacioppo says that “77% of the businesses surveyed are already using AI and machine learning for threat and anomaly detection,” reducing the tedium in a human compliance officer’s workload. There’s also a big role for generative AI in compliance, Cacioppo explains. The popular tool can be used to quickly convert policy documents into actionable code, for instance, or for auto-populating security questionnaires. 

However, over half of Vanta’s survey respondents also worry that deploying AI will make secure data management more difficult, and that using generative AI, in particular, could erode customer trust.

“If you’ve used any of these models, the distrust kind of makes sense,” Cacioppo says. Generative AI programs are known to “hallucinate,” which is industry jargon for producing false results. Everyone will have seen ChatGPT provide incorrect answers to simple math problems, for example. But Cacioppo thinks the technology will improve and that, today, generative AI is good enough for providing first drafts of finished work.

“Maybe it’s a good first draft, maybe it’s a bad first draft, but it’s a first draft. And that’s easier to work from than a blank sheet of paper,” Cacioppo says. That means there will still be need for human workers to edit and proof check the work of AI, and that human touch will help maintain trust with customers. 

Regulation might be another tool to help build trust in the budding AI space. Cacioppo says half the companies surveyed said they would feel more comfortable deploying AI if it were regulated, although she stops short of advocating for regulation herself.

Vanta, Cacioppo says, is “pro-responsible use” rather than pro-regulation, highlighting one of the greatest trust issues surrounding AI: Many companies developing AI tools believe they’re trustworthy enough to self-regulate.

Vanta is holding an industry conference on the future of trust in an AI world next week. No doubt the thorny topic of regulation will be teased out further there.

Eamon Barrett
eamon.barrett@fortune.com

IN OTHER NEWS

BYD pays tribute to Munger
Berkshire Hathaway vice chairman Charlie Munger passed away last Tuesday, weeks before his 100th birthday. Chinese electric vehicle maker BYD paid respects to the legendary investor, who was one of the automaker’s first backers in 2008. “Charlie’s unwavering support and guidance were instrumental in shaping BYD into the global clean energy leader it is today,” the company said.

Apple cancels Goldman’s credit
Apple is putting an end to its credit card partnership with Goldman Sachs, delivering another blow in the investment bank’s ill-fated attempt to push into the consumer banking space. In January of this year, Goldman CEO David Solomon said the partnership with Apple was “an interesting opportunity to experiment and try different things.” But quietly, the Journal says, the bank told Apple it was looking to offload the partnership.

Jack Ma re-emerges
Jack Ma urged Alibaba Group Holding to “correct its course” in a surprise internal memo last week. The once bombastic leader has remained relatively quiet since he criticized regulators in 2020 and suffered a prolonged backlash from the government, which compelled Ma to pull a multi-billion-dollar IPO and break up his goliath corporation into smaller entities. Ma appears to want his legacy company to refocus its efforts on AI. 

G42 defends itself
G42 is at the forefront of the UAE’s drive to become a major player in AI. Controlled by the country’s national security advisor, the startup is signing deals around the world, working with technology companies in the U.S. including both Microsoft and OpenAI. But the startup is also under fire from the Biden administration for its ties to Chinese firms like Huawei. G42 CEO Peng Xiao responded to the controversy during the Fortune Global Forum in Abu Dhabi last Wednesday.

TRUST EXERCISE

“The data tells us that net-zero investments will have to increase enormously–by trillions of dollars each year–for the world to have any hope of meeting the 2050 target. Yet the single biggest obstacle to increasing those investments is…the fact that global asset values and capital allocations do not adequately reflect long-term climate risks and opportunities.”

COP28 is underway in Dubai, where leaders have gathered once again to push for progress on the 2015 Paris Agreement. Funding the green transition needed to meet those goals is still lacking, to the tune of some $3 trillion. MSCI CEO Henry Fernandez says investment will continue to lag until greater data management uncovers “the true long-term value” of assets. But investment strategies also need to change to value long-term returns over quarterly ones.

Learn how to navigate and strengthen trust in your business with The Trust Factor, a weekly newsletter examining what leaders need to succeed. Sign up for free.

About the Author
By Eamon Barrett
LinkedIn iconTwitter icon
See full bioRight Arrow Button Icon

Latest in Newsletters

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
Rankings
  • 100 Best Companies
  • Fortune 500
  • Global 500
  • Fortune 500 Europe
  • Most Powerful Women
  • Future 50
  • World’s Most Admired Companies
  • See All Rankings
Sections
  • Finance
  • Leadership
  • Success
  • Tech
  • Asia
  • Europe
  • Environment
  • Fortune Crypto
  • Health
  • Retail
  • Lifestyle
  • Politics
  • Newsletters
  • Magazine
  • Features
  • Commentary
  • Mpw
  • CEO Initiative
  • Conferences
  • Personal Finance
  • 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
About Us
  • About Us
  • Editorial Calendar
  • Press Center
  • Work At Fortune
  • Diversity And Inclusion
  • Terms And Conditions
  • Site Map
  • Facebook icon
  • Twitter icon
  • LinkedIn icon
  • Instagram icon
  • Pinterest icon

Most Popular

placeholder alt text
North America
'I meant what I said in Davos': Carney says he really is planning a Canada split with the U.S. along with 12 new trade deals
By Rob Gillies and The Associated PressJanuary 28, 2026
18 hours ago
placeholder alt text
C-Suite
Fortune 500 CEOs are no longer giving employees an A for effort. Now they want proof of impact
By Claire ZillmanJanuary 28, 2026
1 day ago
placeholder alt text
Real Estate
Ryan Serhant thinks the American Dream was just a 'slogan created by banks,' but it was really about FDR, the Great Depression, and an economic crisis
By Sydney Lake and Nick LichtenbergJanuary 26, 2026
3 days ago
placeholder alt text
Personal Finance
Current price of silver as of Tuesday, January 27, 2026
By Joseph HostetlerJanuary 27, 2026
2 days ago
placeholder alt text
Commentary
Yes, you're getting a bigger tax refund. Your kids won't thank you for the $3 trillion it's adding to the deficit
By Daniel BunnJanuary 26, 2026
3 days ago
placeholder alt text
Success
As AI wipes out desk jobs, Citigroup CEO Jane Fraser says the company is training 175,000 employees to ‘reinvent themselves’ before their roles change forever
By Emma BurleighJanuary 27, 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.


Latest in Newsletters

NewslettersMPW Daily
Women exec moves at Walmart, Nike, and more to watch this month
By Emma HinchliffeJanuary 28, 2026
14 hours ago
NewslettersCIO Intelligence
How CIOs and CHROs are working together to reimagine work as AI tools proliferate
By John KellJanuary 28, 2026
14 hours ago
Artificial Intelligence technology and Chatbot Customer Service of Ai Concept. Futuristic technology transformation
NewslettersCFO Daily
OpenAI digs in on a fundamental disconnect in new research: AI is ready for primetime, many businesses aren’t
By Sheryl EstradaJanuary 28, 2026
20 hours ago
NewslettersCEO Daily
CEO of Glassdoor and Indeed parent says AI is not replacing workers: ‘We’re not seeing that kind of data at all’
By Diane BradyJanuary 28, 2026
22 hours ago
NewslettersTerm Sheet
As vet bills jump 40% in recent years, startup Snout raises $110 million for its ‘membership’ model to defray costs
By Allie GarfinkleJanuary 28, 2026
22 hours ago
NewslettersFortune Tech
Amazon tears down Go in brick-and-mortar reset
By Alexei OreskovicJanuary 28, 2026
23 hours ago