ai saas seat vs usage

AI-Native SaaS Pricing Models: Per-Token, Per-Outcome, and Usage-Based Strategies

The pricing playbook for AI-native SaaS products: per-token, per-outcome, seat-plus-usage hybrid, and outcome-based models. Which structure works for which AI product, and how to protect margin as inference costs evolve.