Executive Objection Battlecards
Use concise responses to handle common objections to AI ROI evidence.
Savings challenge I do not believe the time savings turn into budget savings. Finance is challenging a productivity-based AI ROI claim. Your line Agreed. We are monetizing only captured capacity: avoided overtime, avoided contractor spend, or increased throughput. The rest stays outside ROI until it is captured. Do not say every saved minute is automatically worth loaded salary. It separates measured efficiency from economic value. Attribution challenge How do we know AI caused the improvement? A business sponsor sees improvement after launch. We are using a phased comparison against teams that have not adopted yet. Until that read closes, we…
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