Sort Metrics by Evidence Strength
Classify AI ROI metrics by what level of evidence they can support.
Place each AI metric into the evidence bucket it can honestly support. Activity evidence Behavior evidence Business outcome evidence Financial evidence Weekly active users of the AI assistant Number of generated summaries exported from the tool Percent of AI drafts accepted with only minor edits Managers send follow-up notes within 24 hours Average support-ticket resolution time decreases Escalation rate falls for eligible cases Overtime hours avoided at loaded labor cost Contractor spend avoided because internal capacity increased sort-buckets evidence-ladder score-chips
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