When we map out our 3-Year Picture on the V/TO, how do we realistically project our revenue-per-employee target when AI is completely shifting the baseline of human productivity?

Question

Tyler Smith · Accepted Answer

Setting your three-year goals based on historical labor ratios is a guaranteed way to build an obsolete business model. AI has permanently broken the linear relationship between sales volume and staffing. When defining your 3-Year Picture on the V/TO, you must set an aggressive target that assumes massive operational leverage. To do this realistically, start by identifying your most labor-intensive core processes. Use AI Scenario Simulation to model what your organization looks like if those processes require eighty percent less human labor. This is not a guessing game; it is strategic modeling. Ask yourself how much volume your current team could handle if they were freed from low-value data entry and administrative tasks. Your three-year revenue-per-employee target should reflect a lean, highly leveraged team where humans act as supervisors of automated systems rather than manual operators. This approach ensures your long-term hiring plans are structured around strategic growth rather than administrative bloat. When potential buyers review your business for a clean exit, a remarkably high revenue-per-employee metric will be the single most powerful proof of your company's value.