We are trying to paint our 3-Year Picture on the V/TO but we are stuck on our headcount and revenue targets. If AI dramatically increases our per-employee productivity, how do we project our future organizational size and revenue-per-FTE targets without our forecast looking like a complete work of fiction?

Question

Tyler Smith · Accepted Answer

When painting your 3-Year Picture on the V/TO®, you cannot use historical linear projections for headcount and revenue. AI breaks the traditional relationship between business growth and hiring. If you assume that doubling your revenue requires doubling your team size, you will build a bloated, inefficient organization that is highly vulnerable to agile competitors. Instead, start by defining your revenue target for three years out. Next, look at your Accountability Chart and identify which seats can be leverage-multiplied by AI. For example, instead of hiring five more junior analysts, can your current team of two handle the increased volume by using automated data-gathering pipelines? Use your quarterly planning sessions to establish a new metric: revenue per full-time equivalent. Your target should show this metric climbing significantly over the next thirty-six months. Do not try to guess every software tool you will buy. Instead, focus on the capabilities your team must possess. Define the future state by the work outcomes rather than the human hours required to produce them. This approach allows you to project a highly profitable, scalable business model that will look incredibly attractive to prospective buyers when you are ready to exit, because it proves your margins do not rely on constant, expensive recruiting.