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Why AI Implementations Fail | The Behavioral Fix Most Leaders Miss
Published 6 hours ago
Description
What happens when organizations invest heavily in AI tools only to watch them underperform, or fail, altogether?
Joseph Grenny is joined by JaeLynn Williams, a leader with firsthand experience implementing AI across healthcare, aviation, and technology companies. They dive into a question that is haunting many executives: why aren’t AI initiatives delivering the results they promised? The answer lies not in the technology, but in the human systems around it.
JaeLynn shares case study examples that offer practical insights on where AI implementations break down and how leaders can diagnose and fix them before it's too late. Joseph and JaeLynn walk through a practical framework to help find those patterns of failure and how to prevent them from happening. Whether you're leading an AI initiative or trying to make sense of why your tools aren't sticking, this framework is one you can use immediately.
Chapters
[Start] Introducing JaeLynn: JaeLynn Williams is introduced and shares a story about an AI implementation that backfired while she was CEO at Air Methods.
03:43 The Behavioral Agility Argument: A look at the real barrier to AI success, including four Crucial Conversations that will set high-performing teams apart from others.
15:23 Four Patterns of AI Failure: JaeLynn walks through real-world examples that illustrate four recurring failure modes, and how to prevent them.
25:27 The Diagnostic Framework: A four-question diagnostic tool that anyone can use in 60 seconds to identify where an AI initiative is breaking down.
34:34 Questions from Listeners: Questions are brought in regarding AI and company implementation and how to bridge the gap.
Links and Resources
The Crucial Skills Podcast is brought to you by the authors and experts at Crucial Learning, home of Crucial Conversations for Mastering Dialogue and Crucial Conversations for Accountability training.
Joseph Grenny is joined by JaeLynn Williams, a leader with firsthand experience implementing AI across healthcare, aviation, and technology companies. They dive into a question that is haunting many executives: why aren’t AI initiatives delivering the results they promised? The answer lies not in the technology, but in the human systems around it.
JaeLynn shares case study examples that offer practical insights on where AI implementations break down and how leaders can diagnose and fix them before it's too late. Joseph and JaeLynn walk through a practical framework to help find those patterns of failure and how to prevent them from happening. Whether you're leading an AI initiative or trying to make sense of why your tools aren't sticking, this framework is one you can use immediately.
Chapters
[Start] Introducing JaeLynn: JaeLynn Williams is introduced and shares a story about an AI implementation that backfired while she was CEO at Air Methods.
03:43 The Behavioral Agility Argument: A look at the real barrier to AI success, including four Crucial Conversations that will set high-performing teams apart from others.
15:23 Four Patterns of AI Failure: JaeLynn walks through real-world examples that illustrate four recurring failure modes, and how to prevent them.
25:27 The Diagnostic Framework: A four-question diagnostic tool that anyone can use in 60 seconds to identify where an AI initiative is breaking down.
34:34 Questions from Listeners: Questions are brought in regarding AI and company implementation and how to bridge the gap.
Links and Resources
- Crucial Learning
- Why AI Implementations Fail - eBook
- AI That Delivers: Aligning Technology with Human Behavior
The Crucial Skills Podcast is brought to you by the authors and experts at Crucial Learning, home of Crucial Conversations for Mastering Dialogue and Crucial Conversations for Accountability training.