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AI ROI: Measure What Matters

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Manage episode 471084055 series 3602124
Content provided by AI4SP. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by AI4SP 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://ppacc.player.fm/legal.

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We dive into the challenges companies face measuring AI's true value and why traditional ROI metrics miss the mark for this transformative technology.
• 7 out of 10 executives face board pressure to show AI ROI, with most measuring it incorrectly
• History repeating: AI's productivity paradox mirrors the PC revolution where gains took a decade to appear in statistics
• Super users achieve gains with teams of 5-10 specialized AI tools rather than waiting for one perfect solution
• Organizations seeing 25-35% workforce reductions in areas like customer service and content creation
• The "productivity leak" phenomenon: 72% of time saved by AI flows to quality improvements rather than additional throughput
• Three barriers to AI success: enterprise tool limitations, workflow friction, and skills gaps
• Successful organizations build "AI teams" rather than deploying individual tools
• Stop measuring AI purely on hours saved and start tracking transformation metrics
Visit https://roicalc.ai to explore expected productivity leak ranges for your company, and check out all our resources at AI4SP.org.
🎙️ All our past episodes 📊 All published insights | This podcast features AI-generated voices. All content is proprietary to AI4SP, based on over 250 million data points collected from 25 countries.
AI4SP: Create, use, and support AI that works for all.
© 2023-25 AI4SP and LLY Group - All rights reserved

  continue reading

Chapters

1. AI ROI: Measure What Matters (00:00:00)

2. The AI ROI Challenge (00:00:30)

3. Parallels to the PC Revolution (00:01:09)

4. Workforce Impact & Specialized AI Tools (00:01:37)

5. AI Teams in Scientific Research (00:03:45)

6. Building AI Teams vs. Single Tools (00:05:22)

7. Measuring Success Beyond Time Saved (00:06:39)

8. Three Critical Barriers to AI Value (00:08:16)

9. The Practical Path Forward (00:10:36)

10. Key Takeaways & Resources (00:12:48)

19 episodes

Artwork
iconShare
 
Manage episode 471084055 series 3602124
Content provided by AI4SP. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by AI4SP 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://ppacc.player.fm/legal.

Share your thoughts with us

We dive into the challenges companies face measuring AI's true value and why traditional ROI metrics miss the mark for this transformative technology.
• 7 out of 10 executives face board pressure to show AI ROI, with most measuring it incorrectly
• History repeating: AI's productivity paradox mirrors the PC revolution where gains took a decade to appear in statistics
• Super users achieve gains with teams of 5-10 specialized AI tools rather than waiting for one perfect solution
• Organizations seeing 25-35% workforce reductions in areas like customer service and content creation
• The "productivity leak" phenomenon: 72% of time saved by AI flows to quality improvements rather than additional throughput
• Three barriers to AI success: enterprise tool limitations, workflow friction, and skills gaps
• Successful organizations build "AI teams" rather than deploying individual tools
• Stop measuring AI purely on hours saved and start tracking transformation metrics
Visit https://roicalc.ai to explore expected productivity leak ranges for your company, and check out all our resources at AI4SP.org.
🎙️ All our past episodes 📊 All published insights | This podcast features AI-generated voices. All content is proprietary to AI4SP, based on over 250 million data points collected from 25 countries.
AI4SP: Create, use, and support AI that works for all.
© 2023-25 AI4SP and LLY Group - All rights reserved

  continue reading

Chapters

1. AI ROI: Measure What Matters (00:00:00)

2. The AI ROI Challenge (00:00:30)

3. Parallels to the PC Revolution (00:01:09)

4. Workforce Impact & Specialized AI Tools (00:01:37)

5. AI Teams in Scientific Research (00:03:45)

6. Building AI Teams vs. Single Tools (00:05:22)

7. Measuring Success Beyond Time Saved (00:06:39)

8. Three Critical Barriers to AI Value (00:08:16)

9. The Practical Path Forward (00:10:36)

10. Key Takeaways & Resources (00:12:48)

19 episodes

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