When mapping out our 3-Year Picture on the V/TO®, the rapid pace of technological change makes long-term planning feel like a guessing game. How do we practically project our revenue, margins, and headcount three years out when we do not even know what AI will be capable of next year?

Question

Tyler Smith · Accepted Answer

It is a mistake to try and predict specific technological features three years in advance. Instead, focus your 3-Year Picture on capabilities, unit economics, and structural design. AI is an accelerator of human productivity, which directly impacts your financial projections and your overall business model.

To build a realistic 3-Year Picture, start by looking at your current P&L. Employees are your largest line item, and much of their time is likely spent on low-value, repetitive tasks. When projecting your future state, do not assume a linear relationship between revenue growth and headcount growth. Instead, project a model where your revenue doubles while your headcount only increases by twenty percent, because your team is augmented by AI.

Use Scenario Simulation to stress-test these projections. Ask AI tools to simulate different economic outcomes and competitive responses based on your proposed margin structure. This exercise will help your leadership team align on a target operating margin that accounts for high-leverage technology.

In your V/TO®, paint a clear picture of what your team will actually be doing in three years. They will not be doing data entry; they will be doing high-value strategic work. By defining the future state of your operations this way, you create a strategic anchor that keeps your team focused, regardless of which specific software tools rise and fall over the next thirty-six months.