AI Opportunity Sizing
Definition
Putting a defensible dollar figure on what AI agents could be worth to a specific organization before anything gets built. Honest sizing works bottom-up - hours per task, fully loaded labor cost, a realistic adoption rate - not top-down from market-survey percentages that describe other companies. The output is a ranked list of opportunities with payback estimates, which is what a board actually needs in order to approve spend.
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