
Punk CX: Customer Experience Insights with Adrian Swinscoe Why you don’t need a separate AI strategy - Interview with Charlene Li
May 7, 2026
Charlene Li, business transformation strategist and New York Times bestselling author, shares ideas from her book Winning with AI. She explains why a 90-day blueprint beats paralysis. She argues AI should serve business and customer outcomes, not be a separate shiny strategy. She highlights why many initiatives fail and the five traits of an AI-ready culture.
AI Snips
Chapters
Books
Transcript
Episode notes
Pilots Fail When Leadership Won't Commit
- Most AI pilots fail because leaders treat them as low-priority experiments with no enterprise commitment.
- MIT research (mid-2025) found ~95% failure and Charlene Li links this to lack of leadership buy-in and half-hearted pilots.
Make Leaders AI Fluent Now
- Get leaders to become AI fluent, not merely literate; fluency includes what AI can and cannot do.
- Charlene Li: leaders must stop delegating AI to IT and lead fluency, responsibility, and ethical use.
Replace Failing Fast With Continuous Learning
- Treat your AI approach as a continuous learning strategy rather than a one-off doing plan.
- Charlene Li: experiment publicly, learn in real time, and prioritize what leaders need to execute the business strategy.





