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Defining Success Metrics for AI Agent Projects: A Strategic Approach

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Manage episode 497093072 series 3667704
Content provided by Curated Analytics. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Curated Analytics or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

Why do 95% of AI projects fail to deliver value despite achieving technical accuracy? In this eye-opening episode, we explore the critical dimensions of AI success that most organizations overlook.
We dive into:
- Why technical performance is just one piece of the puzzle
- The costly mistake one financial firm made with their technically perfect AI
- How to measure user experience and business impact alongside technical metrics
- Real-world examples from healthcare showing the life-saving potential of proper implementation
- How "value chain analysis" provides a more comprehensive view of AI's business impact
- Emerging "metric frameworks as a service" that are democratizing sophisticated AI evaluation tools
- The evolution of ethical measurement standards in AI
Discover why measuring the right things is crucial to your AI initiatives and how a comprehensive framework can help you build systems that deliver real-world value, not just technical brilliance.

  continue reading

14 episodes

Artwork
iconShare
 
Manage episode 497093072 series 3667704
Content provided by Curated Analytics. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Curated Analytics or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

Why do 95% of AI projects fail to deliver value despite achieving technical accuracy? In this eye-opening episode, we explore the critical dimensions of AI success that most organizations overlook.
We dive into:
- Why technical performance is just one piece of the puzzle
- The costly mistake one financial firm made with their technically perfect AI
- How to measure user experience and business impact alongside technical metrics
- Real-world examples from healthcare showing the life-saving potential of proper implementation
- How "value chain analysis" provides a more comprehensive view of AI's business impact
- Emerging "metric frameworks as a service" that are democratizing sophisticated AI evaluation tools
- The evolution of ethical measurement standards in AI
Discover why measuring the right things is crucial to your AI initiatives and how a comprehensive framework can help you build systems that deliver real-world value, not just technical brilliance.

  continue reading

14 episodes

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