The Presenting Symptom
Founders are reporting a “stagnation trap” in their expansion revenue. While their product is delivering 10x more efficiency through AI, their seat count is either flat or declining. This is the Efficiency Paradox. If you charge by the head, but your technology reduces the need for heads, you are effectively being penalized for building a superior product. You are selling a jet but charging for the number of people in the cockpit.
The Clinical Read
This is a fundamental misalignment between Economic Physics and product value. In a workflow-based world, seats were a proxy for utility. In an agentic world, seats are a proxy for friction. By sticking to per-user billing, you incentivize your customers to keep their teams small, which caps your revenue at their payroll limits. True Product Maturity in 2026 requires shifting to Resolution-as-a-Service (RaaS), where the unit of value is the outcome, not the operator.
The Scar Tissue
I saw this during our growth at Cameyo. We were providing virtualization, which the market traditionally viewed as a “per-seat” expense. However, as we moved toward automated, cloud-first delivery, the value was in the continuity and availability of the service for the enterprise, not the count of individual logins. Acquirers like Google don’t buy “payroll-capped” revenue; they buy scalable value loops.
The Prescription
Audit your last three “expansion” failures. If the customer said, “We don’t need more seats because the AI is so fast,” you must pivot. Implement a Resolution-Based Credit System. Allow the customer to have “Unlimited Users” to drive adoption, but bill based on the “Successful Resolutions” (e.g., loans processed, tickets closed, deployments managed).
If your software required zero human users to deliver 100% of its value, how would you justify your bill to the CFO?