The Most Dangerous AI Metric Is The One That Says You’re Successful
Key takeaways
- Leadership Strategies The Most Dangerous AI Metric Is The One That Says You’re Successful By Shep Hyken,
- Forbes contributors publish independent expert analyses and insights.
- Don't measure the wrong metrics.gettyArtificial intelligence (AI) has a CX measurement problem.
Leadership Strategies The Most Dangerous AI Metric Is The One That Says You’re Successful By Shep Hyken,
Forbes contributors publish independent expert analyses and insights. Shep Hyken is a customer service/CX expert, author & keynote speaker.Follow Author Jun 28, 2026, 09:26am EDT--:-- / --:--This voice experience is generated by AI. Learn more.This voice experience is generated by AI. Learn more.Summary. A new Laivly study reveals many companies mismeasure AI success, prioritizing deployment over actual customer experience outcomes. Despite 65% claiming success, 43% of projects miss deadlines, and 28% report AI directly caused lost revenue from poor customer support. Leaders often confuse implementation milestones like chatbot launches with genuine CX improvement, leading to increased customer friction and churn. The article warns against an "Emperor's New Clothes" scenario, where companies believe in flawed AI success until customers reveal the truth by leaving. True AI success demands centering customer needs and measuring improved outcomes, not just deployment, as the greatest risk is the illusion of achievement.
Don't measure the wrong metrics.gettyArtificial intelligence (AI) has a CX measurement problem. It’s not that you can’t measure success it’s that many companies are measuring the wrong things.