1. AI adoption is translating into monetization
- AI ACV growth and accelerating consumption show enterprise AI demand is becoming material revenue, not just experimentation.
- Renewal upgrades lift customer spend 10–25%, offering an expansion path without relying on seat growth.
- AI-native SKUs could add 1.5–2 points of growth as adoption broadens across the customer base.