AI Fractures SaaS Per-Seat Pricing Model

Industry analysts and venture firms report that AI is undermining traditional SaaS per-seat pricing models as autonomous agents automate tasks previously tied to human users. Vendors are increasingly experimenting with consumption-based, credit/transaction pricing and outcome-linked contracts, aligning fees with tokens processed, workflows executed or measurable business results. The shift promises revenue-model recalibration but introduces usage volatility, measurement complexity and new contract risks for vendors and customers.