AI-ROI-MEASUREMENT5 MIN READ
Push Back on Vanity Productivity Metrics
Redirect AI ROI conversations from vanity productivity metrics to balanced business outcomes.
Jules J VP Operations 1 Acknowledge 2 Reframe 3 Replace Vanity metric 20 sec Ops review Jules says the AI analyst generated 9,000 summaries this month and calls it proof that the tool is transforming operations. The number is real, but it does not yet show whether decisions improved. 9,000 AI summaries generated +11% review rework
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