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Why AI Products Feel Impossible To Measure And What To Do About It

Teams are shipping AI features without a clear framework for knowing whether they're working, according to Forbes Councils Member Udit Mehrotra. He argues that AI products feel impossible to measure due to their probabilistic nature and lack of established metrics, and recommends focusing on user behavior and business outcomes rather than technical accuracy alone.

read1 min views1 publishedJul 24, 2026
Why AI Products Feel Impossible To Measure And What To Do About It
Image: Machinebrief (auto-discovered)

By Udit Mehrotra, Forbes Councils MemberSource:

Forbes InnovationTeams are shipping AI features without a clear framework for knowing whether they're working.

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