How can AI token use align with business value?

All answers emphasize measuring AI token usage against clear business value or ROI, though some focus on productivity, existing metrics, or holistic organizational goals.

5 answers

Answers

  • Sagnik Nandy

    Chief Technology Officer · Docusign

    Measure ROI

    Sagnik Nandy says it's always important to measure ROI, saying his team will spend as much as needed as long as they can show value, since the goal isn't to spend but to get value.

    The answer starts at 35:44.

    The Engineering Leadership Podcast · Listen on Apple Podcasts
  • Sam Pierson

    Chief Technology Officer · Qlik

    Link to Productivity

    Sam Pierson says organizations should tie token spend to downstream productivity, since anyone deploying capital wants to see what productivity results from investing X in tokens.

    Data Faces Podcast · Data Faces Podcast · Listen at 33:15
  • Dr. Justin Ubert

    Division Chief (Component CISO) · U.S. Department Of Transportation

    Holistic ROI Alignment

    Dr. Justin Ubert says organizations should think holistically about AI token usage, asking what the mission, organizational value, and ROI are, alongside security and data factors.

    Fed Gov Today · Watch on YouTube
  • Jacob Thomas

    Manager of Information Security · Texas Children'S Hospital

    Sandbox and Measure

    Jacob Thomas says the way to ensure AI token usage aligns with business value is to sandbox the environment first, then check whether it meets specific metrics and delivers ROI.

    SiliconANGLE theCUBE · Watch on YouTube
  • Pete Johnson

    Field CTO, Artificial Intelligence · MongoDB

    Tie to Performance Metrics

    Pete Johnson says to tie AI use to existing performance metrics—the ones already used to bonus and evaluate employees—because if AI changes those metrics in their workflow, that lets you measure ROI.

    Super Data Science: ML & AI Podcast with Jon Krohn · Watch on YouTube

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