A Framework for Choosing Winning AI Use Cases [Agent Readiness Part 3]
The AI Daily Brief: Artificial Intelligence News and Analysis
Nathaniel Whittemore
4.7 • 763 Ratings
🗓️ 9 November 2025
⏱️ 30 minutes
🧾️ Download transcript
Summary
In the third and final episode of our Agent Readiness series, NLW and Nufar Gaspar dive into how to identify, prioritize, and measure AI use cases inside your company. They break down a practical framework for evaluating opportunities, balancing growth and efficiency initiatives, and managing your AI portfolio like an investment strategy. Plus, they explain why company knowledge agents often deliver outsized ROI and why 2026 will be the “show me the money” year for AI transformation.
- Series Episode 1: How to Build an AI-Ready Culture: A Practical Guide
- Series Episode 2: Why Data is the Biggest Barrier to AI Readiness (And What to Do About It)
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Transcript
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| 0:00.0 | Welcome back to the AI Daily Brief. |
| 0:02.2 | Today we have part three of our agent readiness series featuring new FARGASBAR, |
| 0:07.2 | and we are digging into use cases. |
| 0:10.2 | The AI Daily Brief is a daily podcast and video about the most important news and discussions in AI. |
| 0:18.0 | All right, quick announcements before we dive in. |
| 0:20.2 | First of all, thank you to today's sponsors, Blitzy, KPMG, Rovo, and Robots, and Pencils. To get an ad-free version of the show, go to patreon.com slash AI Daily Brief, or you can subscribe on Apple Podcasts. For information about sponsoring the show, we are rapidly running out of inventory for Q1 now, so if you are interested and want to hear more about what's available, send us a note at sponsors at AIdailybrief.aI. Lastly, a reminder, as always, about our AI-R-OI benchmarking study. Thanks to all of you who have contributed now hundreds of use cases. If you would be willing to take one or two minutes to do the same. It is at ROIurvey.aI.aI. |
| 0:55.0 | In the first episode, we talked about the cultural dimensions of agent readiness with |
| 0:58.2 | Nufar introducing her change framework. |
| 1:00.3 | In part two, we talked about data and technical readiness, where we have found at Super |
| 1:04.4 | Intelligent that data issues are by far the biggest blocker for agent adoption across |
| 1:08.9 | all the different challenges that enterprises face. |
| 1:11.5 | Today we are talking about what makes for a good use case and where to invest your resources |
| 1:16.4 | in time. With this, you're going to get a little bit of an interworking in the way that we do |
| 1:20.0 | use case recommendations, and it should provide, once again, a nice, actionable framework |
| 1:24.6 | for how you can think about which use cases might benefit your organization |
| 1:28.0 | most. |
| 1:29.7 | All right. |
| 1:31.0 | Newfar, welcome back. |
| 1:32.3 | Part three of three. |
| 1:33.9 | This is technically we're calling this use cases, but I think this is like to make it practical, |
| 1:37.6 | like go do interesting things kind of section of the conversation. |
| 1:40.5 | I'll let you kick it off and frame it for us. |
... |
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