Why Most AI Projects Fail Before They Start, Conversation With Shawn Mills, CEO at Pisteyo

AI, leadership, and adoption with Shawn Mills

This episode focuses on how organizations should approach AI as a business strategy, not just a technology purchase. Chris Whitaker is joined by Shawn Mills, CEO and chairman at Pisteyo, who brings a practical view of what actually works when companies try to adopt AI. The conversation covers leadership alignment, change management, and why education matters just as much as the tools themselves.

Key topics

• In this episode: Shawn Mills shares how his background in finance, sales, and entrepreneurship shaped the way he thinks about business and technology.
• We discuss: why AI adoption is usually a people and process challenge, not just a tooling challenge.
• Shawn explains: the meaning behind the name Pisteyo, including its roots in off-piste skiing and the Greek meaning tied to belief.
• We explore: how Pisteyo positions itself as a management consulting firm first, then a technology solution provider.
• Shawn breaks down: why CEOs, boards, CTOs, and CIOs are often the real drivers behind AI initiatives.
• We cover: the common mistake of buying an AI tool and expecting adoption without training, enablement, or context.
• Shawn shares: why smaller and mid-market companies can now compete more effectively because AI gives them access to capabilities once reserved for larger firms.
• We discuss: prompt quality, AI slop, and the need to understand and explain AI-generated output before passing it along.
• Shawn emphasizes: that business and technology teams need to stay in lockstep or AI projects can drift away from real business needs.
• We close with: advice on leadership alignment, curiosity, and continuous learning as AI capabilities keep accelerating.

Timestamps

00:00 - Why AI is now at the center of every tech conversation
 02:41 - What Shawn Mills is seeing in executive AI journeys
 03:17 - Life outside work: hiking, surfing, Nepal, Peru, and Costa Rica
 05:35 - From finance and investment banking to sales, marketing, and operating companies
 07:29 - The biggest lesson: use your network and ask for help
 09:34 - How American Airlines flight benefits sparked a lifetime of adventure
 10:21 - Why AI is transforming financial modeling and analysis
 12:11 - The real story behind the name Pisteo
 14:45 - Why Pisteo starts with business strategy, not technology
 16:52 - The board and CEO pressure driving AI initiatives
 18:33 - Passive resistance and why education gets forgotten
 20:49 - Why upper mid-market companies are the best fit
 22:42 - How AI is leveling the playing field for smaller companies
 24:32 - The most common AI failure: tool first, training never
 27:38 - Why the AI capability gap keeps growing
 29:41 - Is AI making people smarter or lazier?
 32:21 - Why technologists must partner with the business
 35:25 - Lightning round: coffee, books, leadership, and video
 37:28 - Why executive alignment is critical to AI success
 38:36 - Closing thoughts and final takeaway

Notable quotes

“If you're not falling, you're not learning.”

“I’m literally the smartest person on the planet as long as I have access to AI.”

“Bring the leadership team along with you on the journey.”

More on Shawn Mills

More on Pisteyo