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How AI agents are breaking the SaaS seat-based pricing model

The per-seat pricing model that anchored SaaS economics for two decades is becoming incoherent as AI agents replace human workers. Renewal negotiations now force vendors and customers to reckon with radically different unit economics. Enterprises deploying agents face a choice: negotiate new pricing that reflects actual work output rather than headcount, or accept vendors using seat-based fees as a revenue hedge against automation reducing their customer base. This creates immediate leverage for procurement teams but threatens the predictable, linear revenue growth that public SaaS companies have trained investors to expect.