AI monetization is about turning intelligent automation, insights, and model outputs into sustainable revenue. From usage-based and subscription pricing to outcome-driven and hybrid models, businesses are rethinking traditional SaaS structures to align cost with value. Success depends on solving measurable problems, targeting the right buyers, and pricing AI transparently to drive long-term growth.