As we design our 3-Year Picture on the V/TO®, how do we project our target revenue and net profit margin when AI automation is actively shifting our cost structure?

Question

Tyler Smith · Accepted Answer

Proposing future financial targets in a rapidly shifting technology landscape can feel like aiming at a moving target. To build an accurate 3-Year Picture on your V/TO®, you must decouple your revenue growth from headcount growth. AI allows your business to scale operations without a linear increase in payroll costs.

Start by evaluating your historical ratio of payroll to revenue. In your 3-Year Picture, project a significantly higher net profit margin percentage by keeping your core headcount relatively flat while driving top-line growth through automated efficiency. This is where you leverage the ideas of Erik Brynjolfsson and Andrew McAfee regarding productivity gains: expect an initial flat period during the transition, followed by a steep increase in margins.

Use Scenario Simulation to model different pricing and cost structures before finalizing your numbers. This exercise helps your leadership team agree on realistic revenue targets that reflect your new, highly efficient cost structure. Presenting a 3-Year Picture with expanding margins and flat headcount signals to potential buyers that your business is highly scalable. Under the Step by Step Exit framework, this operational leverage is exactly what drives premium valuation and secures a clean, lucrative exit.