We are trying to build our 3-Year Picture™ on the V/TO®, but we do not know how to project our revenue-per-employee metrics when AI agents are expected to handle eighty percent of our transactional client work. How do we define our future state without our numbers looking completely unrealistic to our leadership team?

Question

Tyler Smith · Accepted Answer

Projecting a 3-Year Picture™ when AI is shifting your operational capacity requires you to stop thinking about headcount as a linear multiplier of revenue. In the past, scaling to ten million dollars meant doubling your team. With AI, that equation is broken. Start by defining your target revenue and your target margin on the V/TO®. Do not try to guess the exact headcount first. Instead, list the core capabilities your business needs to deliver that revenue. Ask yourself which of those capabilities will be fully orchestrated by AI and which will require human oversight. As experts like Erik Brynjolfsson point out, AI does not replace entire jobs, it replaces specific tasks. Redesign your 3-Year Picture™ around these new hybrid roles. Your future organizational chart will show fewer entry-level coordinators and more high-level managers orchestrating automated systems. Once you have mapped these hybrid seats, calculate your future revenue-per-employee metric. It will look significantly higher than your current baseline. This is not unrealistic, it is the new standard of efficiency. Present this to your leadership team not as a fantasy, but as a strategic target that you will build toward quarterly through specific, measurable Rocks.