What challenges emerge when transitioning pricing models from per-seat subscriptions to consumption metrics?

Customers value predictable annual budgeting, while agentic automation operates on variable computational consumption. Hybrid monetization structures—combining predictable baseline user seats with value-based consumption add-ons—provide the ideal balance of financial predictability and aligned incentives.