AI adoption demands more than just new tools episode artwork

EPISODE · Oct 7, 2025 · 36 MIN

AI adoption demands more than just new tools

from AI in Action · host IBM

Most companies struggle with AI. And it’s usually not because the technology doesn’t work, but because the right adoption approach isn’t followed. As Conor Grennan, Chief AI Architect at New York University, puts it, treating AI like a digital transformation initiative is a recipe for failure. What actually works is when leaders move beyond rolling out AI tools and drive the behavioral shift that sets clear expectations and enables real change.When leadership teams get the people part right, they can avoid the usual mistakes, align teams on what matters and turn AI into real business results.Learn about AI agents and application architecture → https://ibm.biz/BdbR2B 0:00 Intro04:52 AI adoption is a behavioral challenge07:55 AI isn’t digital transformation 11:30 The risk of using AI agents as mere replacements16:31 Finding the AI champion who drives change18:18 The shift from commands to conversations22:39 The foundation for scaling AI workflows32:22 Why AI agents aren’t just machines33:15 Trust, hallucinations and the data problemThe opinions expressed in this podcast are solely those of the participants and do not necessarily reflect the views of IBM or any other organization or entity. AI news is moving fast. Keep your business ahead with updates about AI advancements, strategies and expert perspectives → https://ibm.biz/BdbdvS

Most companies struggle with AI. And it’s usually not because the technology doesn’t work, but because the right adoption approach isn’t followed. As Conor Grennan, Chief AI Architect at New York University, puts it, treating AI like a digital transformation initiative is a recipe for failure. What actually works is when leaders move beyond rolling out AI tools and drive the behavioral shift that sets clear expectations and enables real change.When leadership teams get the people part right, they can avoid the usual mistakes, align teams on what matters and turn AI into real business results.Learn about AI agents and application architecture → https://ibm.biz/BdbR2B 0:00 Intro04:52 AI adoption is a behavioral challenge07:55 AI isn’t digital transformation 11:30 The risk of using AI agents as mere replacements16:31 Finding the AI champion who drives change18:18 The shift from commands to conversations22:39 The foundation for scaling AI workflows32:22 Why AI agents aren’t just machines33:15 Trust, hallucinations and the data problemThe opinions expressed in this podcast are solely those of the participants and do not necessarily reflect the views of IBM or any other organization or entity. AI news is moving fast. Keep your business ahead with updates about AI advancements, strategies and expert perspectives → https://ibm.biz/BdbdvS

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AI adoption demands more than just new tools

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This episode was published on October 7, 2025.

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Most companies struggle with AI. And it’s usually not because the technology doesn’t work, but because the right adoption approach isn’t followed. As Conor Grennan, Chief AI Architect at New York University, puts it, treating AI like a digital...

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