AI-ROI-MEASUREMENT5 MIN READ
Sort Costs Into the Full Stack
Classify AI initiative costs into total-cost categories for a complete ROI denominator.
Place each AI cost into the full cost stack. Purchase cost Implementation cost Operating cost Control cost Annual platform subscription Usage-based model or token fees SSO and access-control setup Data cleanup before launch Prompt library maintenance each month Tier-two support for confused users Monthly sample audit for AI outputs Evaluation set refresh after model updates cost-buckets full-stack common-trap
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