I.3 AI Economics & Business Case Logic

This sub-dimension defines the economic logic for AI initiatives across their lifecycle and at portfolio scale. It connects full cost, usage-sensitive unit economics, attributable financial impact, value curves, learning and uncertainty to investment decisions.