Q4 Category positioning

DEFINITION

Canonical ROAI return category 4 of 4. Peer standing, talent attraction, client outcomes where AI capability differentiates the function. Typically 10–20% of total ROAI. Rewards early Concept-stage commitment — first-movers capture most of this category. The market's question; the category most often missed entirely by functions that wait for proof.