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

Try, measure, refine, deploy, and repeat: How CEOs can lead the ‘revolutionary transition’ to generative AI 

By
Rob Lake
Rob Lake
and
Jennifer Tejada
Jennifer Tejada
Down Arrow Button Icon
By
Rob Lake
Rob Lake
and
Jennifer Tejada
Jennifer Tejada
Down Arrow Button Icon
November 1, 2023, 5:30 AM ET
Rob Lake, co-founder and CEO of Boulevard (right), and Jennifer Tejada, chairperson and CEO of PagerDuty, in conversation with Fortune's Phil Wahba at the Fortune CEO Initiative on Oct. 3, 2023.
Rob Lake, co-founder and CEO of Boulevard (right), and Jennifer Tejada, chairperson and CEO of PagerDuty, in conversation with Fortune's Phil Wahba at the Fortune CEO Initiative on Oct. 3, 2023.Rebecca Greenfield for Fortune

The Fortune CEO Initiative is dedicated to helping business leaders find ways to promote social progress as part of their core strategies. This opinion piece is based on a discussion among CEO members during this year’s CEO Initiative Annual Meeting, held Oct. 3, 2023, in Washington, D.C. The authors are CEOI members and were co-chairs of this year’s annual meeting.

CEOs across the country are discerning what to do today to build a roadmap for the artificial intelligence leaders of tomorrow. AI offers endless possibilities, but there are also challenges to adopting this technology in organizations. We offer these considerations for CEOs as they implement AI and prepare the next generation of leaders.

To capture value from AI, it must be intuitive and accessible to all, managed in a safe and responsible framework, and measured like any other strategic business initiative. We are incredibly optimistic about generative AI because it is the democratization of capacity through an intuitive interface that opens the world of automation to all employees. 

Often, the individuals who are the business or product domain subject-matter experts are the ones discover the most valuable applications of AI. That’s not to say you won’t require data scientists or PhDs in deploying AI. But the power of generative AI shines through the value unlocked through solving complex business problems in a real-world setting. The easy, chatbot style interface enables everyone within an organization to play a part in leveraging AI to advance or accelerate the company’s goals.

Therefore, CEOs should encourage the use of generative AI throughout the organization to improveproductivity, creativity, and operational efficiency. As leaders, we can model behavior by experimenting withgenerative AI regularly in our professional and personal lives. As with any new skill, new patterns and useful answers will emerge with practice, and the use of this new technology will become an incredibly constructive habit.

Generative AI as a co-pilot

Think of generative AI as another voice, a virtual analyst, or a co-pilot to complement you and your autopilot. You are still the captain, you steer the outcome; but you have more coverage and ready access to ideas and iteration, at a much faster velocity, to drive outcomes.

We think generative AI and AI more broadly represent the most significant technical shift in recent years and possibly our lifetimes. With any revolutionary transition, there are initially more questions than answers. Fortunately, we can leverage our experience with existing change management and governance frameworks to empower our employees while protecting our customers and our companies. 

As with any new cultural shift, corporate initiative, or technology deployment, you need process governance, education, measurable targets, and management oversight. AI is no different, but it evolves faster. So CEOs must proactively implement guardrails through education, security protocols, acceptable usage definitions, and data privacy policies to ensure responsible use of AI. 

Additionally, leaders need to keep a mindful eye on generative AI as they would with any new technology, including monitoring, incident detection, and implementing robust management systems and executive ownership. Education and culture are critical—you are only as safe as your weakest link within the organization who could reveal client information or other sensitive data.

Embracing rapid experimentation

After guardrails and guidelines are established, encourage and leverage the domain expertise of your employees, who have specific expertise about your organization’s customers, challenges, and solutions. Democratize innovation, empowering small teams of experts to study concrete problems you want to solve. Dive deep into the details of specific problems; do not try to conquer the biggest societal problems at first. Focus on developing the muscle memory of how to work with AI, including A/B testing, measurement, and interaction—then build on those successes. Embrace a culture of rapid experimentation—try, measure, refine, deploy, and repeat.

We can be eager, even impatient, to solve the biggest problems, but the reality is that AI is a new technology and we have little experience with it. Nobody knew what to do with the internet initially; it took years to figure it out, with missteps along the way. We will go through a similar, albeit markedly faster, cycle in adapting to AI.

We anticipate that digital-ready students may lead the way for us in the classroom, the workplace and society, surfacing the most creative next set of solutions around AI. But the private sector must embrace two things: One, research and development; and two, learning and development for our current employees and future workforce.

We must revamp how we approach learning, development, and training. It must be focused on more than just how to do a job better, and rather on finding the most efficient and effective path to an outcome, automating old tasks and disrupting conventions in service of creativity and speed. As leaders, we mustensure our people learn how to use these tools productively and responsibly. 

What young and mature workers can teach each other

We are incredibly optimistic about a future where our young people, who are already mission-driven, leverage the power of incredibly intuitive technology in generative AI to attack problems that have been too complex for us to resolve in the past. Having said that, we must remember that the younger generation does not have decades of experience, context, and judgment to draw from; they will need support and guidance for ethical use of all new tools. Younger workers may quickly adopt new technology, but our mature employees have the experience, context, and judgment skills to understand right and wrong. 

Finally, with any disruptive new technology comes both the opportunity for equitable access and risk of marginalization. We hope leaders will be intentional in leveraging generative AI to increase access and equality. We also want to ensure the AI outputs are ethical, in part by better understanding what the source, or supply line, is for the generative AI being used. CEOs should consider playing a bigger role in educating and developing skills beyond the company, in the communities we serve, as a way to increase equitable access; they should also support curricula in schools, online, and in the workplace for all employees. 

As industries adopt AI at scale, we will benefit meaningfully from this wave of innovation. We also shouldkeep in mind Amara’s Law: We tend to overestimate the effect of a technology in the short run and underestimate the impact in the long run. It’s very early days for an incredibly exciting future, where leaders can make a material impact for good.

Rob Lake is co-founder and CEO of Boulevard. Jennifer Tejada is chairperson and CEO of PagerDuty.

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 Authors
By Rob Lake
See full bioRight Arrow Button Icon
By Jennifer Tejada
See full bioRight Arrow Button Icon

Latest in Commentary

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

Latest in Commentary

sternfels
CommentaryConsulting
AI makes human intelligence more important, not less 
By Bob Sternfels and Lucy PerezJanuary 22, 2026
19 hours ago
wendy
CommentarySmall Business
Built to last: governance for multigenerational family businesses 
By Wendy StewartJanuary 22, 2026
22 hours ago
acunto
CommentaryLeadership
I’m the Napster CEO and I agree with Pinterest: the Napster phase of AI needs to end
By John AcuntoJanuary 22, 2026
24 hours ago
target
CommentaryImmigration
Slipping on ICE: innocent retailers are the latest collateral damage from Trump’s perpetual noise machine
By Jeffrey Sonnenfeld and Steven TianJanuary 21, 2026
2 days ago
Yasmeen
CommentaryCloud
Google Cloud exec on software’s great reset and the end of certainty: we’re shifting from predictability to probability
By Yasmeen AhmadJanuary 21, 2026
2 days ago
louisa
CommentaryDavos
Davos 2026: reading the signals, not the headlines
By Louisa LoranJanuary 21, 2026
2 days ago

Most Popular

placeholder alt text
Economy
'Some form of crisis is almost inevitable': The $38 trillion national debt will soon be growing faster than the U.S. economy itself, watchdog warns
By Nick LichtenbergJanuary 22, 2026
19 hours ago
placeholder alt text
Success
Nvidia CEO Jensen Huang says ‘a lot’ of six-figure jobs in plumbing and construction are about to be unlocked because someone needs to build all these new AI centers
By Preston ForeJanuary 21, 2026
2 days ago
placeholder alt text
Politics
Jamie Dimon tells Davos: ‘You didn’t do a particularly good job making the world a better place’
By Eleanor PringleJanuary 21, 2026
2 days ago
placeholder alt text
Energy
Elon Musk warns the U.S. could soon be producing more chips than we can turn on. And China doesn’t have the same issue
By Sasha RogelbergJanuary 22, 2026
20 hours ago
placeholder alt text
Economy
Jamie Dimon says he’d have no issue paying higher taxes if it actually went to people who need it. Right now it just goes to the Washington ‘swamp’
By Eleanor PringleJanuary 21, 2026
2 days ago
placeholder alt text
Success
McDonald’s CEO shares tough love career advice he’d give Gen Z and young millennial workers: ‘No one cares about your career’
By Orianna Rosa RoyleJanuary 22, 2026
22 hours 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.