
Understanding AI ROI is critical for leaders who must justify AI spend amid rising costs and uncertain payback periods. By applying a disciplined, data‑driven framework, companies can shorten time to value, avoid hidden expenses, and make AI a strategic growth engine rather than a speculative gamble.
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