Technology
Three Value Categories, One Board Conversation: How Executives Should Frame AI ROI
Executives should evaluate enterprise AI investments by categorizing initiatives into three value buckets—operational efficiency, revenue growth, and risk reduction—rather than seeking a single ROI number. This multi-dimensional approach is crucial for aligning AI spend with strategic business outcomes and enabling credible board-level discussions.
David Chen·October 16, 2026
