Leading through the AI shift: Why generative AI demands new thinking, not just new tools

Shownotes

Generative AI is not just another technology shift, it’s a complete redefinition of how decisions are made, how work gets done, and how organizations operate.

In this episode of the OnBase podcast, Paul Gibson sits down with Jim Sterne, author, keynote speaker, and one of the earliest voices in digital analytics, to unpack what it truly means to lead through the AI shift.

Jim explains why AI moves us from deterministic systems to probabilistic thinking, and now into what he calls an “artistic” era of computing. They explore why traditional ROI models break down, how leadership misalignment is slowing adoption, and why culture, not technology, is the biggest barrier.

You’ll also hear practical frameworks for AI adoption, real-world examples of AI-driven transformation, and why the future belongs to organizations that embrace experimentation, transparency, and continuous learning.

If you’re navigating AI in your GTM strategy, this episode will challenge how you think about leadership, productivity, and the future of work.

Best Moments

• 03:51
  Why generative AI is “artistic” and fundamentally different from traditional computing
• 06:12
  Why AI explanations can be misleading, and how humans do the same
• 07:05
  The real reason AI adoption fails: leadership disconnect
• 09:53
  Why AI ROI takes 6–12 months, and why that’s a problem for executives x
• 18:40
  Why human “taste” and judgment matter more in an AI world
• 18:40
  Why human “taste” and judgment matter more in an AI world
• 25:15
  Real-world example: a 25-person company using AI as a Co-CEO
• 27:39
  Why leaders must “celebrate failure” to succeed with AI

Key insights from this episode

• Generative AI represents a shift from deterministic to probabilistic to “artistic” computing, where outputs are created, not calculated.

• The biggest barrier to AI adoption is not technology, it’s leadership misalignment and organizational culture.

• ROI from AI is delayed due to the steep learning curve, making traditional quarterly measurement ineffective.

• AI requires a tolerance for uncertainty, there is no single “right answer,” only better or worse outcomes.

• Leaders must move from control to enablement through policy, education, and experimentation.

• Transparency is critical to building trust in AI-driven decisions across teams.

• The real value of AI is not just efficiency, but enabling entirely new ways of working.

Quotes

“AI is about as reliable as the next human over who will make a decision and then rationalize it.”

Resource recommendations

Podcasts

• The Artificial Intelligence Show
• Hard Fork

Blogs

• Orbit Media blogs from Andy Crestodina

Shout-outs

• Andy Crestodina, Co-Founder and CMO at Orbit Media
• Ethan Mollick, Associate Professor at The Wharton School and the Author of Co-Intelligence
• Seth Godin, Founding editor of the Carbon Almanac, blogger and entrepreneur.
• Mark Sylvester, Co-Founder and CTO at Coastal Intelligence
• Paul Roetzer, Founder & CEO, SmarterX & Marketing AI Institute
• Tom Davenport, Distinguished Professor, Babson College

About the Guest

Jim Sterne focuses his forty-five years in sales and marketing on using technology for marketing. He sold business computers to companies that had never owned one in the 1980s, consulted and keynoted about online marketing in the 1990s, founded a conference and a professional association around digital analytics in the 2000’s, and has lately been advising companies on the adoption of generative AI. He has written thirteen books on Internet advertising, marketing and customer service including the humorous Devil’s Data Dictionary. His first book on AI was “Artificial Intelligence for Marketing: Practical Applications” (2017) and his latest is “The New Science of Customer Relationships: Delivering on the One-to-One Promise with AI” (2025).

Sterne has consulted to some of the world’s largest companies; lectured at MIT, Stanford, USC, Harvard, and Oxford. Since 2002, Sterne has remained active producing the Marketing Analytics Summit and spent 20 years with the Digital Analytics Association as cofounder and Board Chair Emeritus. He was named one of the 50 most influential people in digital marketing by one of the UK’s premier interactive marketing magazines and was included in a list of the Top 25 Hot Speakers by the National Speakers Association. Sterne is on the Advisory Board of a variety of startups, has served on the Boards of his local library foundation and the Better Business Bureau, and the Editorial Board of the Applied Marketing Analytics peer-reviewed journal. His current passion is leveraging generative AI as a catalyst for innovation as seen in his TEDx talk.

Connect with Jim.